Script file to generate minimal spanning tree
See Also : COVTOOLS, SECTOR
Contents
initialise
clear all; close all; clc;
Input Data and Variables
Initial beta
ib = 1; % Final beta fb = 50; % Number of sweeps between changes in temperature t_steps = 100; % temperature changes every t_steps % Max. number of annealing cycles n_cycles=2; % Cooling Factor for delta_temperature cf = 0.997;
initialise
load('data/JSE_D_LJSEOVER_31Jan1994_22Jan2009');
Keep only the 50 largest stocks by MV
mv = jse_fts{3}; mv = mv('31-Jan-2008::20-Jan-2009'); mv = fts2mat(mv); % MV tickers = fieldnames(jse_fts{3},1); [smv, si]= sort(nanmedian(mv),'descend'); sizeidx = si(1:50); tickers0 = tickers(sizeidx); mv = mv(:,sizeidx); xfts = jse_fts{2}; % RI xfts = xfts.(tickers0);
construct the correlation matrix
find the date range April 2008 - Jan 2009
xfts = xfts('31-Jan-2008::20-Jan-2009'); % find the dates end_date = datenum('22-Jan-2009'); % find continuous time returns rfts = tick2ret(xfts); % convert into matrix x = fts2mat(rfts); % remove the market mode x0 = x; x0(isnan(x0))=0; % -- REMOVE MARKET MODE x0 = average(x0); % --------------------- % covariance matrix : can use EWMA % r0 = corr(x,'rows','pairwise'); [c,s,m]=ewmacov(x0);
Construct the market portfolio
MarketWts = mv ./ repmat(transpose(sum(transpose(mv))),1,size(mv,2)); MarketRet = x .* MarketWts(1:end-1,:); MarketRet = transpose(sum(transpose(MarketRet))); MarketRet(isnan(MarketRet))=0; MarketRet(1) = 1; MarketPrice = cumsum(MarketRet); MarketPrice = fints(rfts.dates,MarketPrice,'JSE',rfts.freq,'Index');
find the 4 accumlated return bins
PriceIndex = ret2tick(rfts); nt=ntile(fts2mat(PriceIndex)',3)'; ntc = {'red','yellow','green'};
find the 4 accumlated return bins
nt = m; nt(m>0) = 3; nt(m<=0) = 1; ntc = {'red','yellow','green'};
Process the correlation matrices
clear Dmov; aviobj = avifile('JSE_D_LJSEOVER_SPIN_NOMARKET.avi','FPS',1); scrsz = get(0,'ScreenSize'); cxfts = fints; % axes1 = axes(fig,'Position',[0.13 0.688 0.775 0.237]); t0 = 60; for ti=t0:t0+5; % size(s,3), c0 = squeeze(s(:,:,ti)); % remove nan correlations nanidx = isnan(c0); c0(nanidx) = 0; % cleaned covariance matrix Q = size(x,1)/size(x,2); % quality ratio N-dates, M-securities c0 = cov2clean(c0,Q); % convert covariance to correlation matrix % make the correlation matrix positive semi-definite c0 = posdef(c0); [s0,r0]=cov2corr(c0) % Simulated annealing disjoint clustering algo [cx(ti,:),fval]=gamgconfig(r0,300,600,600,true); % Membership Matrix: Rows-Clusters, Columns-Objects disp(cx(ti,:)); % CIXY for cluster CJ CIXY(CJ,:) has the i-th element true if the % i-th element is in cluster CJ otherwise the i-th element is false. % CIXY is of size number of cluster CJ and number objects dim(r0,1). cixy = false(max(cx(ti,:)),size(r0,1)); for cj=1:max(cx(ti,:)), cixy(cj,(cx(ti,:)==cj)) = true; end % clear data structures clear t mst nmst tickersc xy; for cj=1:size(cixy,1) % correlation matrix to distance measure of stocks within cluster if sum(cixy(cj,:))>1, d0 = 1 - r0(cixy(cj,:),cixy(cj,:)); % correlation distance matrix [m,n]=size(d0); d = []; for i=1:n-1, for j=i+1:n, d((i-1)*(m-i/2)+j-i) = d0(i,j); end end % create the linkage vector z0 = linkage(d); % find the minimal spanning tree a0 = adjacency(d); % find the minimal spanning tree using kruskal algo [mst{cj},nmst{cj},t{cj}]=minspantree(a0); % find the coordinates [xy{cj}] = mstcoords(t{cj}); % the tickers tickersc{cj} = tickers0(cixy(cj,:)); else % single point xy{cj} = [0,0]; t{cj} = 1; tickersc{cj} = tickers0(cixy(cj,:)); end end % plot % clf('reset'); fig = figure('Position',scrsz); disjointmstplot(t,xy,[],tickersc,true,nt,{'r','b','g'}); title(sprintf('Tree on %s',datestr(xfts.dates(ti)))); % update cifts if isempty(cxfts) cxfts = fints(xfts.dates(ti),cx(ti,:),tickers0); else cxfts = vertcat(cxfts,fints(xfts.dates(ti),cx(ti,:),tickers0)); end % get movie frame % Dmov(ti-t0+1) = getframe(fig); F = getframe(fig); aviobj = addframe(aviobj,F); % close(fig); end close(fig) aviobj = close(aviobj);
s0 = Columns 1 through 7 1.0149 1.0088 0.9579 0.9708 0.9662 0.9289 0.9252 Columns 8 through 14 1.0216 0.9802 1.0537 0.9233 1.0587 0.9763 0.9590 Columns 15 through 21 0.9878 0.9727 1.1000 0.8663 0.8722 1.0832 0.9951 Columns 22 through 28 1.0623 0.9473 0.9681 1.0683 1.0197 1.0196 1.0048 Columns 29 through 35 0.9979 1.0258 1.0023 1.1063 0.8799 1.1078 0.9337 Columns 36 through 42 0.8435 0.9712 0.8969 0.8956 0.9222 0.9981 0.9913 Columns 43 through 49 0.9433 0.9474 0.9806 0.8938 0.9070 1.0666 0.9741 Column 50 0.8994 r0 = Columns 1 through 7 1.0000 0.3286 0.2701 -0.0079 0.2878 0.0004 -0.1024 0.3286 1.0000 0.2990 -0.0723 0.2273 -0.0762 -0.0381 0.2701 0.2990 1.0000 -0.1336 0.2478 -0.0493 -0.0774 -0.0079 -0.0723 -0.1336 1.0000 -0.1198 0.1338 -0.0880 0.2878 0.2273 0.2478 -0.1198 1.0000 0.0294 -0.0751 0.0004 -0.0762 -0.0493 0.1338 0.0294 1.0000 -0.0384 -0.1024 -0.0381 -0.0774 -0.0880 -0.0751 -0.0384 1.0000 0.3010 0.1981 0.2280 -0.0406 0.3037 0.0795 -0.1978 -0.1765 -0.1215 -0.0180 -0.1432 -0.0653 -0.1329 -0.0038 -0.2994 -0.2107 -0.0932 -0.2008 -0.1435 -0.1058 0.0827 -0.1119 -0.0636 -0.0560 0.0648 -0.0945 0.1589 0.0835 0.1498 0.1398 0.1084 -0.1735 0.1407 -0.0688 -0.0013 0.2857 0.2577 0.1977 0.0814 0.1914 0.1269 -0.0770 -0.1259 -0.2299 -0.2221 0.1714 -0.0955 0.1143 0.0300 0.1444 0.0873 0.1742 -0.1673 0.2667 0.1148 -0.0262 0.3297 0.2412 0.1869 0.0529 0.2509 0.0336 -0.1016 -0.2427 -0.1557 -0.0487 -0.1298 -0.1399 -0.1679 -0.0097 -0.0041 0.0058 -0.0415 -0.0221 -0.0485 -0.1556 0.0316 -0.0902 -0.0228 -0.0132 -0.0314 -0.1109 -0.1178 -0.0528 0.3619 0.3262 0.2322 0.1036 0.2338 0.0982 -0.0514 0.0518 -0.1010 -0.0788 0.1210 0.0941 0.1347 -0.0344 -0.3031 -0.2170 -0.1027 -0.1549 -0.1497 -0.0675 0.1048 0.1590 0.1745 0.1840 -0.2258 0.2192 -0.0142 0.0976 -0.1919 -0.1872 -0.0847 -0.1618 -0.0196 0.0124 0.1286 0.3148 0.3258 0.2497 -0.1214 0.2387 -0.1765 0.0260 0.2931 0.2988 0.1832 0.1271 0.1331 0.0554 -0.0354 -0.1857 -0.1903 -0.0844 0.0977 -0.1301 0.0947 -0.1779 -0.2841 -0.2095 -0.0929 -0.1801 -0.1354 -0.0585 0.0502 0.0389 -0.0473 -0.0890 0.0162 0.0042 -0.0597 -0.0487 -0.1786 -0.1120 -0.1695 0.1205 -0.2050 0.1123 0.2105 -0.1460 -0.0259 -0.0525 0.0487 -0.2271 -0.1588 -0.0366 -0.0152 -0.0857 -0.0874 -0.0043 -0.0378 -0.1313 -0.1438 -0.1130 -0.0962 -0.1092 -0.0199 -0.1059 0.0124 0.0539 -0.2371 -0.2861 -0.2215 0.0763 -0.1627 -0.0565 -0.0027 -0.2074 -0.1038 -0.1282 -0.0966 -0.1920 -0.1215 0.1833 0.0149 0.0121 -0.0203 0.0054 0.0087 0.0791 0.0840 -0.2845 -0.3227 -0.2888 0.0580 -0.2136 0.0578 0.0647 -0.0432 0.0051 -0.0330 0.1350 -0.1430 -0.0591 -0.0890 -0.0079 0.0821 0.0164 -0.0289 -0.0683 -0.1519 0.1269 -0.1294 -0.0579 -0.1369 0.0015 -0.1837 -0.1305 0.1666 -0.1606 -0.1006 -0.1594 0.1725 -0.2493 0.0637 0.0194 0.2907 0.2329 0.2315 -0.0753 0.2769 0.0751 -0.1167 -0.0165 -0.1348 -0.0970 0.0857 0.0416 0.0808 -0.0195 -0.1894 -0.1596 -0.1854 0.1456 -0.2455 0.0211 -0.0309 0.2858 0.2773 0.2023 -0.0212 0.1748 -0.0455 -0.0977 -0.0105 0.0593 0.0179 -0.0224 -0.0209 0.0198 0.1744 -0.1322 -0.0314 -0.0693 0.0766 -0.1842 0.0100 0.0817 -0.2201 -0.2891 -0.2319 0.1045 -0.1553 -0.0266 -0.0189 -0.1969 -0.2240 -0.1370 0.0356 -0.0991 0.1923 -0.0379 0.1028 0.0338 0.0428 0.1372 0.0705 0.0493 -0.1316 Columns 8 through 14 0.3010 -0.1765 -0.2994 -0.1119 0.1498 0.2857 -0.1259 0.1981 -0.1215 -0.2107 -0.0636 0.1398 0.2577 -0.2299 0.2280 -0.0180 -0.0932 -0.0560 0.1084 0.1977 -0.2221 -0.0406 -0.1432 -0.2008 0.0648 -0.1735 0.0814 0.1714 0.3037 -0.0653 -0.1435 -0.0945 0.1407 0.1914 -0.0955 0.0795 -0.1329 -0.1058 0.1589 -0.0688 0.1269 0.1143 -0.1978 -0.0038 0.0827 0.0835 -0.0013 -0.0770 0.0300 1.0000 -0.1171 -0.2048 -0.1168 0.1850 0.2249 -0.0908 -0.1171 1.0000 0.3261 -0.0465 -0.1614 -0.2418 -0.0043 -0.2048 0.3261 1.0000 0.0369 -0.0992 -0.3008 -0.0202 -0.1168 -0.0465 0.0369 1.0000 -0.1259 0.0562 0.0139 0.1850 -0.1614 -0.0992 -0.1259 1.0000 0.0837 -0.1829 0.2249 -0.2418 -0.3008 0.0562 0.0837 1.0000 -0.1044 -0.0908 -0.0043 -0.0202 0.0139 -0.1829 -0.1044 1.0000 0.2436 0.0057 0.0032 0.0109 0.0859 0.1139 -0.0466 0.2728 -0.1743 -0.3040 -0.1200 0.0938 0.2400 -0.0184 -0.1878 0.3862 0.3875 -0.0328 -0.2094 -0.2937 -0.0177 -0.0604 0.0186 -0.0013 -0.1399 0.0755 -0.0942 0.0024 -0.0756 0.0992 0.1187 -0.0343 0.0237 -0.0953 -0.1055 0.2311 -0.2616 -0.3719 0.0207 0.0448 0.3629 -0.0790 0.0995 -0.0358 -0.1158 -0.0565 -0.1232 0.0072 0.2674 -0.2361 0.3317 0.4092 0.0832 -0.2024 -0.2837 0.0302 0.1410 -0.0441 -0.0162 -0.0153 0.1919 0.1038 -0.1342 -0.1092 0.2080 0.2775 0.0475 -0.1016 -0.2012 0.1005 0.1559 -0.0464 -0.1702 -0.1908 0.1277 0.1369 -0.1322 0.1402 -0.2566 -0.3391 0.0398 0.0464 0.3214 -0.1078 -0.0305 0.1605 0.1696 0.0901 -0.1940 -0.0929 0.0384 -0.1587 0.2634 0.3789 0.0568 -0.0393 -0.2554 -0.0387 0.0886 -0.1264 -0.1178 -0.1918 0.2616 -0.0455 0.0494 -0.2767 -0.0851 0.0157 0.2542 -0.1640 -0.0063 0.0984 -0.2017 0.1197 0.1293 0.0100 -0.0841 -0.1157 -0.1118 0.0870 -0.0063 -0.0155 -0.2520 0.2407 -0.1302 0.0074 -0.0690 -0.0745 0.0356 0.0389 0.1538 -0.0534 -0.0213 -0.1866 0.2593 0.2099 -0.0787 -0.2938 -0.2987 0.2686 -0.2558 0.0672 0.1847 0.0463 0.0459 -0.1776 -0.0384 -0.0035 -0.1343 -0.0755 0.0803 0.0823 0.0742 0.0032 -0.1782 0.0358 0.1448 0.0423 -0.0243 -0.2192 0.1911 -0.0881 0.0155 -0.0182 0.0064 -0.0896 -0.0084 -0.0425 -0.1646 0.0524 0.0321 -0.0120 -0.0705 -0.0452 -0.0455 -0.2383 -0.0131 0.0485 -0.0045 0.0310 -0.1263 0.0148 -0.1836 -0.1196 -0.0268 0.1632 -0.0194 0.0058 -0.0101 0.3347 -0.1791 -0.2118 -0.0575 0.2563 0.2546 -0.1535 0.0315 0.0488 -0.0197 -0.0582 -0.1591 -0.0676 0.2488 -0.1580 -0.0439 0.0309 0.0756 -0.0086 -0.0784 0.0240 0.2335 -0.2058 -0.2545 -0.1073 0.2744 0.2304 -0.1955 -0.1274 -0.0311 0.0041 0.1380 -0.0835 0.0485 -0.0149 -0.2082 -0.0041 0.0554 0.1702 -0.1200 -0.0086 -0.0403 -0.1583 0.2117 0.1645 -0.0786 -0.2652 -0.2717 0.2822 -0.0229 0.0047 0.1214 0.1643 -0.0201 -0.0506 0.0632 0.0975 0.0219 -0.1062 -0.0476 -0.1769 0.0661 0.0983 Columns 15 through 21 0.1444 0.3297 -0.2427 -0.0041 -0.0902 0.3619 0.0518 0.0873 0.2412 -0.1557 0.0058 -0.0228 0.3262 -0.1010 0.1742 0.1869 -0.0487 -0.0415 -0.0132 0.2322 -0.0788 -0.1673 0.0529 -0.1298 -0.0221 -0.0314 0.1036 0.1210 0.2667 0.2509 -0.1399 -0.0485 -0.1109 0.2338 0.0941 0.1148 0.0336 -0.1679 -0.1556 -0.1178 0.0982 0.1347 -0.0262 -0.1016 -0.0097 0.0316 -0.0528 -0.0514 -0.0344 0.2436 0.2728 -0.1878 -0.0604 -0.0756 0.2311 0.0995 0.0057 -0.1743 0.3862 0.0186 0.0992 -0.2616 -0.0358 0.0032 -0.3040 0.3875 -0.0013 0.1187 -0.3719 -0.1158 0.0109 -0.1200 -0.0328 -0.1399 -0.0343 0.0207 -0.0565 0.0859 0.0938 -0.2094 0.0755 0.0237 0.0448 -0.1232 0.1139 0.2400 -0.2937 -0.0942 -0.0953 0.3629 0.0072 -0.0466 -0.0184 -0.0177 0.0024 -0.1055 -0.0790 0.2674 1.0000 0.1213 -0.0652 -0.1278 -0.1292 0.1072 0.1085 0.1213 1.0000 -0.2437 0.0048 -0.1194 0.3222 0.1458 -0.0652 -0.2437 1.0000 0.0308 0.1562 -0.3264 -0.0936 -0.1278 0.0048 0.0308 1.0000 0.0543 -0.0660 -0.0240 -0.1292 -0.1194 0.1562 0.0543 1.0000 -0.1399 -0.1761 0.1072 0.3222 -0.3264 -0.0660 -0.1399 1.0000 0.0643 0.1085 0.1458 -0.0936 -0.0240 -0.1761 0.0643 1.0000 0.0078 -0.2949 0.3920 -0.0323 0.0782 -0.3316 -0.0643 0.2332 0.1039 -0.1058 -0.0301 -0.0903 0.1234 -0.0232 0.1343 -0.1606 0.2048 -0.0426 -0.0484 -0.2229 0.0850 0.0724 0.2655 -0.0932 0.1072 -0.0566 0.2551 0.0133 -0.0029 0.2453 -0.2910 -0.0341 -0.0719 0.3937 -0.0298 -0.0336 -0.1664 0.2223 -0.1070 0.1090 -0.1827 -0.0260 0.0168 -0.2940 0.3178 -0.0242 0.1207 -0.3510 -0.1330 -0.0712 0.0728 -0.1543 0.1445 0.0197 -0.0609 0.0545 -0.1244 -0.1588 -0.0634 -0.0631 -0.0514 -0.0046 -0.0397 -0.2731 -0.1792 0.2173 0.0749 0.2138 -0.1485 -0.2502 -0.1188 0.0119 0.0025 0.1705 0.1218 -0.1764 -0.0062 -0.0661 -0.1159 -0.0664 0.0256 0.0505 -0.1191 -0.1028 -0.1118 -0.1350 0.3018 0.0681 0.0161 -0.2767 0.2027 -0.1492 -0.2207 0.1107 0.0825 0.0916 -0.2095 -0.1757 0.0331 0.0105 -0.1620 -0.0319 -0.0626 0.0674 -0.0054 -0.1046 -0.2096 0.0572 0.0283 0.0219 -0.2874 0.0625 -0.2085 -0.0534 0.0768 0.0368 0.1266 -0.0178 -0.1210 -0.1307 -0.0291 0.0811 0.0860 0.0342 0.0168 -0.0907 -0.2147 -0.1230 0.0200 0.1289 0.0604 -0.1123 -0.1075 -0.2334 -0.1639 -0.0649 -0.0151 0.0991 -0.0579 -0.1725 0.2241 0.2365 -0.2499 -0.0614 -0.0695 0.2505 0.0049 0.0702 0.0721 0.0155 -0.0064 -0.1267 -0.0205 0.3008 -0.2294 -0.1735 0.0147 0.0240 0.1253 -0.1514 -0.1277 0.0331 0.2206 -0.2429 0.0424 0.0127 0.2484 -0.0991 0.0062 -0.0306 -0.0352 -0.0417 -0.0652 0.0883 -0.0414 -0.1570 -0.1538 0.0496 -0.0334 0.0681 -0.0285 -0.1630 -0.1092 -0.1123 0.2455 0.0637 0.0033 -0.2545 0.2211 0.0611 -0.1738 0.0156 -0.1340 0.0113 -0.1637 -0.0042 0.0201 0.1374 0.0146 -0.0296 -0.0524 0.1200 0.1690 Columns 22 through 28 -0.3031 0.1590 -0.1919 0.3148 0.2931 -0.1857 -0.2841 -0.2170 0.1745 -0.1872 0.3258 0.2988 -0.1903 -0.2095 -0.1027 0.1840 -0.0847 0.2497 0.1832 -0.0844 -0.0929 -0.1549 -0.2258 -0.1618 -0.1214 0.1271 0.0977 -0.1801 -0.1497 0.2192 -0.0196 0.2387 0.1331 -0.1301 -0.1354 -0.0675 -0.0142 0.0124 -0.1765 0.0554 0.0947 -0.0585 0.1048 0.0976 0.1286 0.0260 -0.0354 -0.1779 0.0502 -0.2361 0.1410 -0.1092 0.1559 0.1402 -0.0305 -0.1587 0.3317 -0.0441 0.2080 -0.0464 -0.2566 0.1605 0.2634 0.4092 -0.0162 0.2775 -0.1702 -0.3391 0.1696 0.3789 0.0832 -0.0153 0.0475 -0.1908 0.0398 0.0901 0.0568 -0.2024 0.1919 -0.1016 0.1277 0.0464 -0.1940 -0.0393 -0.2837 0.1038 -0.2012 0.1369 0.3214 -0.0929 -0.2554 0.0302 -0.1342 0.1005 -0.1322 -0.1078 0.0384 -0.0387 0.0078 0.2332 0.1343 0.0724 -0.0029 -0.0336 0.0168 -0.2949 0.1039 -0.1606 0.2655 0.2453 -0.1664 -0.2940 0.3920 -0.1058 0.2048 -0.0932 -0.2910 0.2223 0.3178 -0.0323 -0.0301 -0.0426 0.1072 -0.0341 -0.1070 -0.0242 0.0782 -0.0903 -0.0484 -0.0566 -0.0719 0.1090 0.1207 -0.3316 0.1234 -0.2229 0.2551 0.3937 -0.1827 -0.3510 -0.0643 -0.0232 0.0850 0.0133 -0.0298 -0.0260 -0.1330 1.0000 -0.0320 0.3008 -0.1732 -0.3114 0.1765 0.3509 -0.0320 1.0000 0.0761 0.1920 0.0604 -0.2068 -0.0158 0.3008 0.0761 1.0000 -0.0988 -0.2636 0.0408 0.2346 -0.1732 0.1920 -0.0988 1.0000 0.2047 -0.3027 -0.2155 -0.3114 0.0604 -0.2636 0.2047 1.0000 -0.1552 -0.3145 0.1765 -0.2068 0.0408 -0.3027 -0.1552 1.0000 0.1901 0.3509 -0.0158 0.2346 -0.2155 -0.3145 0.1901 1.0000 -0.1964 -0.0207 -0.1013 0.0347 -0.0481 -0.1126 -0.0800 0.0792 -0.0578 0.0478 -0.1704 0.0463 -0.0230 0.0115 0.1083 -0.1924 -0.1059 -0.0822 -0.0317 0.1498 0.1156 -0.1185 -0.1000 -0.1059 -0.0088 -0.1396 0.0177 0.0178 -0.0132 -0.0093 -0.0121 -0.1369 -0.0683 -0.0061 0.0784 0.2528 -0.2054 0.1966 -0.1166 -0.2815 0.1524 0.1367 0.1592 -0.0070 0.0812 -0.0741 -0.1295 -0.0559 0.1676 -0.0749 0.0712 -0.0103 -0.0238 0.0653 -0.0932 -0.0486 0.1280 -0.1339 0.1292 -0.2819 -0.2486 0.1018 0.1603 -0.0209 -0.1847 -0.1541 -0.0573 0.0563 0.1262 -0.0153 0.0551 0.0035 -0.0117 0.1449 0.0556 -0.1261 -0.0226 0.0352 -0.0495 -0.0120 0.0070 -0.0347 -0.1266 0.0258 -0.0366 -0.1768 -0.1387 -0.2415 0.0494 0.1130 0.0222 -0.2523 0.1932 -0.1275 0.1551 0.1846 -0.0998 -0.1534 0.0288 -0.0488 0.1243 -0.0095 -0.0945 0.0142 -0.0525 0.0024 -0.2063 -0.0999 -0.2477 -0.0526 0.1545 0.0719 -0.3100 0.1112 -0.2512 0.2164 0.2455 -0.1550 -0.2068 0.0547 0.0829 0.0536 0.0475 0.0911 -0.1157 -0.0225 0.0819 -0.0939 -0.0373 -0.1264 0.0476 0.0697 0.0550 0.2025 -0.2106 0.1687 -0.1310 -0.2617 0.1480 0.1054 0.1114 -0.0646 0.0997 -0.3445 -0.1536 0.2307 0.1788 -0.0585 -0.0880 -0.0480 0.0576 0.0732 0.0764 -0.1277 Columns 29 through 35 0.0389 -0.1786 -0.1460 -0.0152 -0.1130 -0.2371 -0.2074 -0.0473 -0.1120 -0.0259 -0.0857 -0.0962 -0.2861 -0.1038 -0.0890 -0.1695 -0.0525 -0.0874 -0.1092 -0.2215 -0.1282 0.0162 0.1205 0.0487 -0.0043 -0.0199 0.0763 -0.0966 0.0042 -0.2050 -0.2271 -0.0378 -0.1059 -0.1627 -0.1920 -0.0597 0.1123 -0.1588 -0.1313 0.0124 -0.0565 -0.1215 -0.0487 0.2105 -0.0366 -0.1438 0.0539 -0.0027 0.1833 0.0886 -0.2767 -0.2017 0.0870 -0.0690 -0.1866 -0.2558 -0.1264 -0.0851 0.1197 -0.0063 -0.0745 0.2593 0.0672 -0.1178 0.0157 0.1293 -0.0155 0.0356 0.2099 0.1847 -0.1918 0.2542 0.0100 -0.2520 0.0389 -0.0787 0.0463 0.2616 -0.1640 -0.0841 0.2407 0.1538 -0.2938 0.0459 -0.0455 -0.0063 -0.1157 -0.1302 -0.0534 -0.2987 -0.1776 0.0494 0.0984 -0.1118 0.0074 -0.0213 0.2686 -0.0384 -0.0712 -0.1244 -0.2731 -0.1188 -0.0661 -0.1118 -0.1492 0.0728 -0.1588 -0.1792 0.0119 -0.1159 -0.1350 -0.2207 -0.1543 -0.0634 0.2173 0.0025 -0.0664 0.3018 0.1107 0.1445 -0.0631 0.0749 0.1705 0.0256 0.0681 0.0825 0.0197 -0.0514 0.2138 0.1218 0.0505 0.0161 0.0916 -0.0609 -0.0046 -0.1485 -0.1764 -0.1191 -0.2767 -0.2095 0.0545 -0.0397 -0.2502 -0.0062 -0.1028 0.2027 -0.1757 -0.1964 0.0792 0.1083 -0.1185 -0.0132 0.2528 0.1592 -0.0207 -0.0578 -0.1924 -0.1000 -0.0093 -0.2054 -0.0070 -0.1013 0.0478 -0.1059 -0.1059 -0.0121 0.1966 0.0812 0.0347 -0.1704 -0.0822 -0.0088 -0.1369 -0.1166 -0.0741 -0.0481 0.0463 -0.0317 -0.1396 -0.0683 -0.2815 -0.1295 -0.1126 -0.0230 0.1498 0.0177 -0.0061 0.1524 -0.0559 -0.0800 0.0115 0.1156 0.0178 0.0784 0.1367 0.1676 1.0000 -0.1526 -0.0475 0.3663 0.1277 -0.0115 0.0198 -0.1526 1.0000 0.0423 -0.2617 0.0696 -0.0118 0.1537 -0.0475 0.0423 1.0000 0.0739 0.0394 0.0531 0.1460 0.3663 -0.2617 0.0739 1.0000 0.1204 0.0689 0.0225 0.1277 0.0696 0.0394 0.1204 1.0000 -0.0873 0.1320 -0.0115 -0.0118 0.0531 0.0689 -0.0873 1.0000 0.0211 0.0198 0.1537 0.1460 0.0225 0.1320 0.0211 1.0000 0.0220 0.1124 -0.0854 -0.0604 0.0707 -0.1317 0.0345 0.1283 0.1134 0.0134 0.1403 0.1496 0.1895 0.1354 -0.0194 0.0218 0.2394 0.0579 0.0012 0.0274 0.0234 -0.0761 0.0927 0.1216 -0.0905 -0.0447 0.0331 0.1172 0.0780 0.1504 0.1357 0.0563 0.0992 0.0371 0.2184 0.0096 0.2261 0.2077 0.0127 0.1558 -0.0904 0.1325 0.0819 -0.1864 -0.1835 0.0418 -0.0054 -0.3040 -0.1737 0.0230 -0.0361 -0.1767 -0.0024 -0.1017 0.2583 -0.1219 0.0790 0.1190 0.2084 0.1315 0.1489 0.0135 0.1181 0.1429 -0.1585 -0.0211 0.1255 0.0226 -0.3091 -0.0874 -0.1663 0.2121 -0.0216 -0.2600 -0.0232 -0.0676 0.0793 -0.1440 0.2298 0.1836 -0.1504 0.0474 -0.0405 0.1278 0.0253 -0.0140 0.0295 0.0952 -0.0691 0.4515 0.0024 -0.0240 0.0917 -0.0253 -0.0070 0.1218 0.0007 0.0163 -0.0608 -0.0828 -0.0380 -0.0404 -0.1561 0.1290 -0.1883 Columns 36 through 42 0.0149 -0.2845 -0.0432 -0.0079 -0.1294 -0.1606 0.2907 0.0121 -0.3227 0.0051 0.0821 -0.0579 -0.1006 0.2329 -0.0203 -0.2888 -0.0330 0.0164 -0.1369 -0.1594 0.2315 0.0054 0.0580 0.1350 -0.0289 0.0015 0.1725 -0.0753 0.0087 -0.2136 -0.1430 -0.0683 -0.1837 -0.2493 0.2769 0.0791 0.0578 -0.0591 -0.1519 -0.1305 0.0637 0.0751 0.0840 0.0647 -0.0890 0.1269 0.1666 0.0194 -0.1167 -0.0035 -0.1782 -0.0881 -0.1646 -0.2383 -0.1836 0.3347 -0.1343 0.0358 0.0155 0.0524 -0.0131 -0.1196 -0.1791 -0.0755 0.1448 -0.0182 0.0321 0.0485 -0.0268 -0.2118 0.0803 0.0423 0.0064 -0.0120 -0.0045 0.1632 -0.0575 0.0823 -0.0243 -0.0896 -0.0705 0.0310 -0.0194 0.2563 0.0742 -0.2192 -0.0084 -0.0452 -0.1263 0.0058 0.2546 0.0032 0.1911 -0.0425 -0.0455 0.0148 -0.0101 -0.1535 0.0331 -0.1046 -0.2085 -0.1307 -0.2147 -0.2334 0.2241 0.0105 -0.2096 -0.0534 -0.0291 -0.1230 -0.1639 0.2365 -0.1620 0.0572 0.0768 0.0811 0.0200 -0.0649 -0.2499 -0.0319 0.0283 0.0368 0.0860 0.1289 -0.0151 -0.0614 -0.0626 0.0219 0.1266 0.0342 0.0604 0.0991 -0.0695 0.0674 -0.2874 -0.0178 0.0168 -0.1123 -0.0579 0.2505 -0.0054 0.0625 -0.1210 -0.0907 -0.1075 -0.1725 0.0049 -0.0749 0.1280 -0.0209 0.0551 0.0352 -0.0366 -0.2523 0.0712 -0.1339 -0.1847 0.0035 -0.0495 -0.1768 0.1932 -0.0103 0.1292 -0.1541 -0.0117 -0.0120 -0.1387 -0.1275 -0.0238 -0.2819 -0.0573 0.1449 0.0070 -0.2415 0.1551 0.0653 -0.2486 0.0563 0.0556 -0.0347 0.0494 0.1846 -0.0932 0.1018 0.1262 -0.1261 -0.1266 0.1130 -0.0998 -0.0486 0.1603 -0.0153 -0.0226 0.0258 0.0222 -0.1534 0.0220 0.1283 -0.0194 -0.0761 0.0780 0.0096 0.0819 0.1124 0.1134 0.0218 0.0927 0.1504 0.2261 -0.1864 -0.0854 0.0134 0.2394 0.1216 0.1357 0.2077 -0.1835 -0.0604 0.1403 0.0579 -0.0905 0.0563 0.0127 0.0418 0.0707 0.1496 0.0012 -0.0447 0.0992 0.1558 -0.0054 -0.1317 0.1895 0.0274 0.0331 0.0371 -0.0904 -0.3040 0.0345 0.1354 0.0234 0.1172 0.2184 0.1325 -0.1737 1.0000 0.0290 -0.0611 -0.0188 0.0334 0.0633 0.0557 0.0290 1.0000 -0.0154 -0.0757 0.1048 0.1322 -0.1783 -0.0611 -0.0154 1.0000 0.0565 0.0556 0.1685 -0.0956 -0.0188 -0.0757 0.0565 1.0000 0.1500 0.0063 -0.1292 0.0334 0.1048 0.0556 0.1500 1.0000 0.1326 -0.1708 0.0633 0.1322 0.1685 0.0063 0.1326 1.0000 -0.1080 0.0557 -0.1783 -0.0956 -0.1292 -0.1708 -0.1080 1.0000 -0.0365 0.0811 -0.0927 -0.0556 -0.0760 -0.1634 -0.0644 0.0131 0.1777 0.1618 -0.0257 0.1142 0.2920 -0.1256 0.0375 -0.1911 0.0240 -0.0184 -0.0340 -0.0048 0.2709 0.0687 -0.0571 -0.0394 0.1192 0.0736 0.0279 -0.0601 0.0292 0.0251 0.1211 0.0938 0.1090 0.2208 -0.1430 -0.1151 0.2035 0.0239 0.0037 0.0284 -0.0717 -0.2742 0.0485 0.1984 -0.0234 -0.1830 -0.0778 0.1463 -0.0140 -0.0769 -0.0902 0.0412 -0.0206 -0.1251 -0.0991 0.0046 Columns 43 through 49 -0.0165 -0.1894 0.2858 -0.0105 -0.1322 -0.2201 -0.1969 -0.1348 -0.1596 0.2773 0.0593 -0.0314 -0.2891 -0.2240 -0.0970 -0.1854 0.2023 0.0179 -0.0693 -0.2319 -0.1370 0.0857 0.1456 -0.0212 -0.0224 0.0766 0.1045 0.0356 0.0416 -0.2455 0.1748 -0.0209 -0.1842 -0.1553 -0.0991 0.0808 0.0211 -0.0455 0.0198 0.0100 -0.0266 0.1923 -0.0195 -0.0309 -0.0977 0.1744 0.0817 -0.0189 -0.0379 0.0315 -0.1580 0.2335 -0.1274 -0.2082 -0.1583 -0.0229 0.0488 -0.0439 -0.2058 -0.0311 -0.0041 0.2117 0.0047 -0.0197 0.0309 -0.2545 0.0041 0.0554 0.1645 0.1214 -0.0582 0.0756 -0.1073 0.1380 0.1702 -0.0786 0.1643 -0.1591 -0.0086 0.2744 -0.0835 -0.1200 -0.2652 -0.0201 -0.0676 -0.0784 0.2304 0.0485 -0.0086 -0.2717 -0.0506 0.2488 0.0240 -0.1955 -0.0149 -0.0403 0.2822 0.0632 0.0702 -0.2294 0.0331 0.0062 -0.1570 -0.1092 0.0611 0.0721 -0.1735 0.2206 -0.0306 -0.1538 -0.1123 -0.1738 0.0155 0.0147 -0.2429 -0.0352 0.0496 0.2455 0.0156 -0.0064 0.0240 0.0424 -0.0417 -0.0334 0.0637 -0.1340 -0.1267 0.1253 0.0127 -0.0652 0.0681 0.0033 0.0113 -0.0205 -0.1514 0.2484 0.0883 -0.0285 -0.2545 -0.1637 0.3008 -0.1277 -0.0991 -0.0414 -0.1630 0.2211 -0.0042 0.0288 0.0024 -0.3100 0.0547 0.0819 0.2025 0.1114 -0.0488 -0.2063 0.1112 0.0829 -0.0939 -0.2106 -0.0646 0.1243 -0.0999 -0.2512 0.0536 -0.0373 0.1687 0.0997 -0.0095 -0.2477 0.2164 0.0475 -0.1264 -0.1310 -0.3445 -0.0945 -0.0526 0.2455 0.0911 0.0476 -0.2617 -0.1536 0.0142 0.1545 -0.1550 -0.1157 0.0697 0.1480 0.2307 -0.0525 0.0719 -0.2068 -0.0225 0.0550 0.1054 0.1788 0.0230 0.0790 0.1429 -0.1663 -0.1440 0.0253 -0.0240 -0.0361 0.1190 -0.1585 0.2121 0.2298 -0.0140 0.0917 -0.1767 0.2084 -0.0211 -0.0216 0.1836 0.0295 -0.0253 -0.0024 0.1315 0.1255 -0.2600 -0.1504 0.0952 -0.0070 -0.1017 0.1489 0.0226 -0.0232 0.0474 -0.0691 0.1218 0.2583 0.0135 -0.3091 -0.0676 -0.0405 0.4515 0.0007 -0.1219 0.1181 -0.0874 0.0793 0.1278 0.0024 0.0163 -0.0365 0.0131 0.0375 0.0687 0.0292 -0.1151 0.0485 0.0811 0.1777 -0.1911 -0.0571 0.0251 0.2035 0.1984 -0.0927 0.1618 0.0240 -0.0394 0.1211 0.0239 -0.0234 -0.0556 -0.0257 -0.0184 0.1192 0.0938 0.0037 -0.1830 -0.0760 0.1142 -0.0340 0.0736 0.1090 0.0284 -0.0778 -0.1634 0.2920 -0.0048 0.0279 0.2208 -0.0717 0.1463 -0.0644 -0.1256 0.2709 -0.0601 -0.1430 -0.2742 -0.0140 1.0000 -0.1063 -0.1499 -0.0393 -0.1318 0.2627 -0.0048 -0.1063 1.0000 -0.0314 -0.0568 0.1473 0.0302 0.1470 -0.1499 -0.0314 1.0000 -0.0560 -0.0693 -0.2830 -0.1265 -0.0393 -0.0568 -0.0560 1.0000 0.1174 -0.0844 -0.0478 -0.1318 0.1473 -0.0693 0.1174 1.0000 -0.0524 0.0518 0.2627 0.0302 -0.2830 -0.0844 -0.0524 1.0000 0.0200 -0.0048 0.1470 -0.1265 -0.0478 0.0518 0.0200 1.0000 0.1504 -0.0762 -0.0195 -0.0461 -0.0618 0.1294 -0.0689 Column 50 0.1028 0.0338 0.0428 0.1372 0.0705 0.0493 -0.1316 0.0975 0.0219 -0.1062 -0.0476 -0.1769 0.0661 0.0983 0.0201 0.1374 0.0146 -0.0296 -0.0524 0.1200 0.1690 -0.0585 -0.0880 -0.0480 0.0576 0.0732 0.0764 -0.1277 -0.0608 -0.0828 -0.0380 -0.0404 -0.1561 0.1290 -0.1883 -0.0769 -0.0902 0.0412 -0.0206 -0.1251 -0.0991 0.0046 0.1504 -0.0762 -0.0195 -0.0461 -0.0618 0.1294 -0.0689 1.0000 Best Mean Stall Generation f-count f(x) f(x) Generations 1 600 -0.4772 -0.2139 0 2 900 -0.4772 -0.2397 1 3 1200 -0.4772 -0.2809 2 4 1500 -0.4772 -0.2881 3 5 1800 -0.4772 -0.289 4 6 2100 -0.4772 -0.288 5 7 2400 -0.4772 -0.2858 6 8 2700 -0.4772 -0.2979 7 9 3000 -0.4772 -0.286 8 10 3300 -0.4772 -0.2827 9 11 3600 -0.4772 -0.2925 10 12 3900 -0.4772 -0.2902 11 13 4200 -0.4772 -0.2833 12 14 4500 -0.4772 -0.2869 13 15 4800 -0.4772 -0.2839 14 16 5100 -0.4772 -0.2847 15 17 5400 -0.4772 -0.2765 16 18 5700 -0.4772 -0.2842 17 19 6000 -0.4772 -0.2888 18 20 6300 -0.4772 -0.2891 19 21 6600 -0.4772 -0.2813 20 22 6900 -0.4772 -0.2866 21 23 7200 -0.4772 -0.2832 22 24 7500 -0.4772 -0.2858 23 25 7800 -0.4772 -0.2801 24 26 8100 -0.4772 -0.2895 25 27 8400 -0.4772 -0.2819 26 28 8700 -0.4772 -0.2858 27 29 9000 -0.4772 -0.2878 28 30 9300 -0.4772 -0.284 29 Best Mean Stall Generation f-count f(x) f(x) Generations 31 9600 -0.4772 -0.2894 30 32 9900 -0.4772 -0.2812 31 33 10200 -0.4772 -0.2846 32 34 10500 -0.4772 -0.2829 33 35 10800 -0.4772 -0.2837 34 36 11100 -0.4772 -0.286 35 37 11400 -0.4772 -0.2798 36 38 11700 -0.4772 -0.2777 37 39 12000 -0.4772 -0.28 38 40 12300 -0.4772 -0.2798 39 41 12600 -0.4772 -0.2826 40 42 12900 -0.4772 -0.2778 41 43 13200 -0.4772 -0.2881 42 44 13500 -0.4772 -0.2792 43 45 13800 -0.4772 -0.2816 44 46 14100 -0.4772 -0.2824 45 47 14400 -0.4772 -0.2872 46 48 14700 -0.4772 -0.2782 47 49 15000 -0.4772 -0.2799 48 50 15300 -0.4772 -0.2782 49 51 15600 -0.4772 -0.2872 50 52 15900 -0.4772 -0.2814 51 53 16200 -0.4772 -0.2864 52 54 16500 -0.4772 -0.294 53 55 16800 -0.4772 -0.2874 54 56 17100 -0.4772 -0.2863 55 57 17400 -0.4772 -0.2798 56 58 17700 -0.4772 -0.2852 57 59 18000 -0.4772 -0.2845 58 60 18300 -0.4772 -0.2873 59 Best Mean Stall Generation f-count f(x) f(x) Generations 61 18600 -0.4772 -0.2804 60 62 18900 -0.4772 -0.2821 61 63 19200 -0.4772 -0.2829 62 64 19500 -0.4772 -0.2835 63 65 19800 -0.4772 -0.2826 64 66 20100 -0.4772 -0.2862 65 67 20400 -0.4772 -0.286 66 68 20700 -0.4772 -0.2862 67 69 21000 -0.4772 -0.288 68 70 21300 -0.4772 -0.2764 69 71 21600 -0.4772 -0.2753 70 72 21900 -0.4772 -0.2784 71 73 22200 -0.4772 -0.2796 72 74 22500 -0.4772 -0.2888 73 75 22800 -0.4772 -0.2838 74 76 23100 -0.4772 -0.2823 75 77 23400 -0.4772 -0.2909 76 78 23700 -0.4772 -0.2761 77 79 24000 -0.4772 -0.288 78 80 24300 -0.4772 -0.284 79 81 24600 -0.4772 -0.2859 80 82 24900 -0.4772 -0.2952 81 83 25200 -0.4772 -0.2894 82 84 25500 -0.4772 -0.287 83 85 25800 -0.4772 -0.2902 84 86 26100 -0.4772 -0.2947 85 87 26400 -0.4772 -0.296 86 88 26700 -0.4772 -0.2881 87 89 27000 -0.4772 -0.2883 88 90 27300 -0.4772 -0.2932 89 Best Mean Stall Generation f-count f(x) f(x) Generations 91 27600 -0.4772 -0.2889 90 92 27900 -0.4772 -0.295 91 93 28200 -0.4772 -0.2928 92 94 28500 -0.4772 -0.2867 93 95 28800 -0.4772 -0.2896 94 96 29100 -0.4772 -0.2869 95 97 29400 -0.4772 -0.2881 96 98 29700 -0.4772 -0.2958 97 99 30000 -0.4772 -0.2969 98 100 30300 -0.4772 -0.2962 99 101 30600 -0.4772 -0.2939 100 102 30900 -0.4772 -0.289 101 103 31200 -0.4772 -0.2932 102 104 31500 -0.4772 -0.2901 103 105 31800 -0.4772 -0.2934 104 106 32100 -0.4772 -0.3018 105 107 32400 -0.4772 -0.2929 106 108 32700 -0.4772 -0.2993 107 109 33000 -0.4772 -0.2933 108 110 33300 -0.4772 -0.2973 109 111 33600 -0.4772 -0.2877 110 112 33900 -0.4772 -0.2909 111 113 34200 -0.4772 -0.2949 112 114 34500 -0.4772 -0.291 113 115 34800 -0.4772 -0.2951 114 116 35100 -0.4772 -0.2936 115 117 35400 -0.4772 -0.2881 116 118 35700 -0.5028 -0.2914 0 119 36000 -0.5501 -0.2905 0 120 36300 -0.5501 -0.3007 1 Best Mean Stall Generation f-count f(x) f(x) Generations 121 36600 -0.5501 -0.3052 2 122 36900 -0.5501 -0.3142 3 123 37200 -0.5501 -0.3099 4 124 37500 -0.5501 -0.3142 5 125 37800 -0.5501 -0.3086 6 126 38100 -0.5501 -0.3057 7 127 38400 -0.5501 -0.313 8 128 38700 -0.5501 -0.3199 9 129 39000 -0.5501 -0.3186 10 130 39300 -0.5501 -0.3294 11 131 39600 -0.5501 -0.313 12 132 39900 -0.5501 -0.3287 13 133 40200 -0.5501 -0.328 14 134 40500 -0.5501 -0.3208 15 135 40800 -0.5501 -0.3307 16 136 41100 -0.5501 -0.328 17 137 41400 -0.5501 -0.323 18 138 41700 -0.5501 -0.324 19 139 42000 -0.5501 -0.3242 20 140 42300 -0.5501 -0.3236 21 141 42600 -0.5501 -0.3405 22 142 42900 -0.5501 -0.3239 23 143 43200 -0.5501 -0.3295 24 144 43500 -0.5501 -0.3411 25 145 43800 -0.5501 -0.338 26 146 44100 -0.5501 -0.3252 27 147 44400 -0.5501 -0.3344 28 148 44700 -0.5501 -0.3309 29 149 45000 -0.5501 -0.3279 30 150 45300 -0.5501 -0.3252 31 Best Mean Stall Generation f-count f(x) f(x) Generations 151 45600 -0.5501 -0.3216 32 152 45900 -0.5501 -0.3261 33 153 46200 -0.5501 -0.326 34 154 46500 -0.5501 -0.3321 35 155 46800 -0.5501 -0.3389 36 156 47100 -0.5501 -0.3468 37 157 47400 -0.5501 -0.3265 38 158 47700 -0.5501 -0.3387 39 159 48000 -0.5501 -0.3418 40 160 48300 -0.5501 -0.3337 41 161 48600 -0.5501 -0.338 42 162 48900 -0.5501 -0.3334 43 163 49200 -0.5501 -0.3357 44 164 49500 -0.5501 -0.3236 45 165 49800 -0.5501 -0.3357 46 166 50100 -0.5501 -0.3377 47 167 50400 -0.5501 -0.332 48 168 50700 -0.5501 -0.331 49 169 51000 -0.5501 -0.3383 50 170 51300 -0.5501 -0.3374 51 171 51600 -0.5501 -0.3295 52 172 51900 -0.5501 -0.3302 53 173 52200 -0.5501 -0.3311 54 174 52500 -0.5501 -0.3334 55 175 52800 -0.5501 -0.3389 56 176 53100 -0.5501 -0.3366 57 177 53400 -0.5501 -0.3243 58 178 53700 -0.5501 -0.3299 59 179 54000 -0.5501 -0.3331 60 180 54300 -0.5533 -0.3396 0 Best Mean Stall Generation f-count f(x) f(x) Generations 181 54600 -0.5533 -0.3405 1 182 54900 -0.5597 -0.327 0 183 55200 -0.5597 -0.3404 1 184 55500 -0.5597 -0.3339 2 185 55800 -0.5597 -0.3457 3 186 56100 -0.5597 -0.3466 4 187 56400 -0.5597 -0.3553 5 188 56700 -0.5597 -0.3544 6 189 57000 -0.5597 -0.339 7 190 57300 -0.5597 -0.337 8 191 57600 -0.5597 -0.3466 9 192 57900 -0.5597 -0.3458 10 193 58200 -0.5597 -0.3372 11 194 58500 -0.5597 -0.3396 12 195 58800 -0.5597 -0.3483 13 196 59100 -0.5597 -0.339 14 197 59400 -0.5597 -0.3397 15 198 59700 -0.5597 -0.3311 16 199 60000 -0.5597 -0.338 17 200 60300 -0.5597 -0.3272 18 201 60600 -0.5597 -0.3343 19 202 60900 -0.5597 -0.3507 20 203 61200 -0.5597 -0.3438 21 204 61500 -0.5597 -0.3381 22 205 61800 -0.5597 -0.3461 23 206 62100 -0.5597 -0.3522 24 207 62400 -0.5597 -0.3371 25 208 62700 -0.5597 -0.3538 26 209 63000 -0.5597 -0.346 27 210 63300 -0.5597 -0.341 28 Best Mean Stall Generation f-count f(x) f(x) Generations 211 63600 -0.5597 -0.3398 29 212 63900 -0.5597 -0.3448 30 213 64200 -0.5597 -0.3415 31 214 64500 -0.5597 -0.3444 32 215 64800 -0.5597 -0.3334 33 216 65100 -0.5597 -0.3449 34 217 65400 -0.5597 -0.3562 35 218 65700 -0.5597 -0.3337 36 219 66000 -0.5597 -0.3498 37 220 66300 -0.5597 -0.3403 38 221 66600 -0.5597 -0.346 39 222 66900 -0.5597 -0.3462 40 223 67200 -0.5597 -0.3292 41 224 67500 -0.5597 -0.347 42 225 67800 -0.5597 -0.3403 43 226 68100 -0.5597 -0.3349 44 227 68400 -0.5597 -0.3385 45 228 68700 -0.5597 -0.3462 46 229 69000 -0.5597 -0.3366 47 230 69300 -0.5597 -0.3488 48 231 69600 -0.5597 -0.3369 49 232 69900 -0.5597 -0.3336 50 233 70200 -0.5597 -0.343 51 234 70500 -0.5597 -0.3488 52 235 70800 -0.5597 -0.3331 53 236 71100 -0.5597 -0.3458 54 237 71400 -0.5597 -0.346 55 238 71700 -0.5597 -0.3343 56 239 72000 -0.5597 -0.3464 57 240 72300 -0.5597 -0.3473 58 Best Mean Stall Generation f-count f(x) f(x) Generations 241 72600 -0.5597 -0.3451 59 242 72900 -0.5597 -0.3422 60 243 73200 -0.5597 -0.3334 61 244 73500 -0.5597 -0.3422 62 245 73800 -0.5597 -0.3416 63 246 74100 -0.5597 -0.3311 64 247 74400 -0.5597 -0.3445 65 248 74700 -0.5597 -0.3406 66 249 75000 -0.5597 -0.3387 67 250 75300 -0.5597 -0.3299 68 251 75600 -0.5597 -0.3367 69 252 75900 -0.5597 -0.3315 70 253 76200 -0.5597 -0.3283 71 254 76500 -0.5597 -0.3427 72 255 76800 -0.5597 -0.3474 73 256 77100 -0.5597 -0.3464 74 257 77400 -0.5597 -0.3511 75 258 77700 -0.5597 -0.3308 76 259 78000 -0.5597 -0.3494 77 260 78300 -0.5597 -0.344 78 261 78600 -0.5597 -0.339 79 262 78900 -0.5597 -0.3438 80 263 79200 -0.5597 -0.3421 81 264 79500 -0.5597 -0.3292 82 265 79800 -0.5597 -0.3341 83 266 80100 -0.5597 -0.3379 84 267 80400 -0.5597 -0.3334 85 268 80700 -0.5597 -0.3477 86 269 81000 -0.5597 -0.3499 87 270 81300 -0.5597 -0.3351 88 Best Mean Stall Generation f-count f(x) f(x) Generations 271 81600 -0.5597 -0.3416 89 272 81900 -0.5597 -0.3449 90 273 82200 -0.5597 -0.3355 91 274 82500 -0.5597 -0.3444 92 275 82800 -0.5597 -0.3433 93 276 83100 -0.5597 -0.3407 94 277 83400 -0.5597 -0.3441 95 278 83700 -0.5597 -0.3452 96 279 84000 -0.5597 -0.3506 97 280 84300 -0.5597 -0.339 98 281 84600 -0.5597 -0.3456 99 282 84900 -0.5597 -0.3495 100 283 85200 -0.5597 -0.3522 101 284 85500 -0.5597 -0.3362 102 285 85800 -0.5597 -0.3416 103 286 86100 -0.5597 -0.3512 104 287 86400 -0.5597 -0.3394 105 288 86700 -0.5597 -0.348 106 289 87000 -0.5597 -0.3334 107 290 87300 -0.5597 -0.3396 108 291 87600 -0.5597 -0.3433 109 292 87900 -0.5597 -0.3473 110 293 88200 -0.5597 -0.3408 111 294 88500 -0.5597 -0.3323 112 295 88800 -0.5597 -0.3405 113 296 89100 -0.5597 -0.3324 114 297 89400 -0.5597 -0.3349 115 298 89700 -0.5597 -0.341 116 299 90000 -0.5597 -0.3354 117 300 90300 -0.5597 -0.3471 118 Best Mean Stall Generation f-count f(x) f(x) Generations 301 90600 -0.5597 -0.359 119 302 90900 -0.5597 -0.3475 120 303 91200 -0.5597 -0.332 121 304 91500 -0.5597 -0.3579 122 305 91800 -0.5597 -0.3407 123 306 92100 -0.5597 -0.3546 124 307 92400 -0.5597 -0.3411 125 308 92700 -0.5597 -0.3313 126 309 93000 -0.5597 -0.3386 127 310 93300 -0.5597 -0.3533 128 311 93600 -0.5597 -0.3332 129 312 93900 -0.5597 -0.333 130 313 94200 -0.5597 -0.3388 131 314 94500 -0.5597 -0.327 132 315 94800 -0.5597 -0.3515 133 316 95100 -0.5597 -0.3314 134 317 95400 -0.5597 -0.3493 135 318 95700 -0.5597 -0.3495 136 319 96000 -0.566 -0.336 0 320 96300 -0.566 -0.3339 1 321 96600 -0.5712 -0.335 0 322 96900 -0.5712 -0.3348 1 323 97200 -0.5764 -0.3374 0 324 97500 -0.5764 -0.3327 1 325 97800 -0.5764 -0.3489 2 326 98100 -0.5764 -0.3391 3 327 98400 -0.5764 -0.3439 4 328 98700 -0.5764 -0.3485 5 329 99000 -0.5764 -0.3495 6 330 99300 -0.5764 -0.3444 7 Best Mean Stall Generation f-count f(x) f(x) Generations 331 99600 -0.5764 -0.344 8 332 99900 -0.5764 -0.3377 9 333 100200 -0.5764 -0.3432 10 334 100500 -0.5764 -0.3441 11 335 100800 -0.5764 -0.3563 12 336 101100 -0.5764 -0.3387 13 337 101400 -0.5764 -0.3563 14 338 101700 -0.5764 -0.353 15 339 102000 -0.5764 -0.3373 16 340 102300 -0.5764 -0.3453 17 341 102600 -0.5764 -0.3341 18 342 102900 -0.5764 -0.3507 19 343 103200 -0.5764 -0.3565 20 344 103500 -0.5764 -0.3507 21 345 103800 -0.5764 -0.3453 22 346 104100 -0.5764 -0.3513 23 347 104400 -0.5764 -0.3565 24 348 104700 -0.5764 -0.3407 25 349 105000 -0.5764 -0.3419 26 350 105300 -0.5764 -0.3437 27 351 105600 -0.5764 -0.3401 28 352 105900 -0.5764 -0.3533 29 353 106200 -0.5764 -0.3369 30 354 106500 -0.5764 -0.352 31 355 106800 -0.5764 -0.361 32 356 107100 -0.5764 -0.3512 33 357 107400 -0.5764 -0.3462 34 358 107700 -0.5764 -0.3217 35 359 108000 -0.5764 -0.3468 36 360 108300 -0.5764 -0.3395 37 Best Mean Stall Generation f-count f(x) f(x) Generations 361 108600 -0.5764 -0.332 38 362 108900 -0.5764 -0.3486 39 363 109200 -0.5764 -0.3485 40 364 109500 -0.5764 -0.3398 41 365 109800 -0.5764 -0.3393 42 366 110100 -0.5764 -0.3494 43 367 110400 -0.5764 -0.3538 44 368 110700 -0.5764 -0.3524 45 369 111000 -0.5764 -0.3578 46 370 111300 -0.5764 -0.3408 47 371 111600 -0.5764 -0.336 48 372 111900 -0.5764 -0.3433 49 373 112200 -0.5764 -0.35 50 374 112500 -0.5764 -0.3301 51 375 112800 -0.5764 -0.3453 52 376 113100 -0.5764 -0.3493 53 377 113400 -0.5764 -0.351 54 378 113700 -0.5764 -0.3411 55 379 114000 -0.5764 -0.3476 56 380 114300 -0.5764 -0.3423 57 381 114600 -0.5764 -0.3415 58 382 114900 -0.5764 -0.3555 59 383 115200 -0.5764 -0.3492 60 384 115500 -0.5764 -0.3597 61 385 115800 -0.5764 -0.3562 62 386 116100 -0.5764 -0.3536 63 387 116400 -0.5764 -0.3492 64 388 116700 -0.5764 -0.3382 65 389 117000 -0.5764 -0.3639 66 390 117300 -0.5764 -0.3446 67 Best Mean Stall Generation f-count f(x) f(x) Generations 391 117600 -0.5764 -0.3561 68 392 117900 -0.5764 -0.351 69 393 118200 -0.5764 -0.3422 70 394 118500 -0.5764 -0.3309 71 395 118800 -0.5764 -0.3366 72 396 119100 -0.5764 -0.3504 73 397 119400 -0.5764 -0.3438 74 398 119700 -0.5764 -0.3473 75 399 120000 -0.5764 -0.3536 76 400 120300 -0.5764 -0.3512 77 401 120600 -0.5764 -0.3554 78 402 120900 -0.5764 -0.3479 79 403 121200 -0.5764 -0.3354 80 404 121500 -0.5764 -0.3348 81 405 121800 -0.5764 -0.3399 82 406 122100 -0.5764 -0.3455 83 407 122400 -0.5764 -0.3374 84 408 122700 -0.5764 -0.3417 85 409 123000 -0.5764 -0.3475 86 410 123300 -0.5764 -0.3516 87 411 123600 -0.5764 -0.3572 88 412 123900 -0.5764 -0.3434 89 413 124200 -0.5764 -0.3383 90 414 124500 -0.5764 -0.3562 91 415 124800 -0.5764 -0.3394 92 416 125100 -0.5764 -0.3465 93 417 125400 -0.5764 -0.3417 94 418 125700 -0.5764 -0.3557 95 419 126000 -0.5764 -0.3459 96 420 126300 -0.5764 -0.344 97 Best Mean Stall Generation f-count f(x) f(x) Generations 421 126600 -0.5764 -0.3355 98 422 126900 -0.5764 -0.3469 99 423 127200 -0.5764 -0.3366 100 424 127500 -0.5764 -0.3503 101 425 127800 -0.5764 -0.3379 102 426 128100 -0.5764 -0.3504 103 427 128400 -0.5764 -0.3556 104 428 128700 -0.5764 -0.3498 105 429 129000 -0.5764 -0.3487 106 430 129300 -0.5764 -0.353 107 431 129600 -0.5764 -0.3523 108 432 129900 -0.5764 -0.3599 109 433 130200 -0.5764 -0.3577 110 434 130500 -0.5764 -0.3608 111 435 130800 -0.5764 -0.3397 112 436 131100 -0.5764 -0.3563 113 437 131400 -0.5764 -0.3452 114 438 131700 -0.5764 -0.3425 115 439 132000 -0.5764 -0.3404 116 440 132300 -0.5764 -0.352 117 441 132600 -0.5764 -0.3459 118 442 132900 -0.5764 -0.3462 119 443 133200 -0.5764 -0.3485 120 444 133500 -0.5764 -0.3435 121 445 133800 -0.5764 -0.346 122 446 134100 -0.5764 -0.3483 123 447 134400 -0.5764 -0.3476 124 448 134700 -0.5764 -0.3526 125 449 135000 -0.5764 -0.3434 126 450 135300 -0.5764 -0.3356 127 Best Mean Stall Generation f-count f(x) f(x) Generations 451 135600 -0.5764 -0.3447 128 452 135900 -0.5764 -0.3365 129 453 136200 -0.6418 -0.3462 0 454 136500 -0.6418 -0.3457 1 455 136800 -0.6418 -0.3499 2 456 137100 -0.6418 -0.3427 3 457 137400 -0.6418 -0.3746 4 458 137700 -0.6418 -0.3477 5 459 138000 -0.6418 -0.3657 6 460 138300 -0.6418 -0.3731 7 461 138600 -0.6418 -0.3629 8 462 138900 -0.6418 -0.3725 9 463 139200 -0.6418 -0.341 10 464 139500 -0.6418 -0.3561 11 465 139800 -0.6418 -0.3645 12 466 140100 -0.6418 -0.3451 13 467 140400 -0.6418 -0.3653 14 468 140700 -0.6418 -0.3601 15 469 141000 -0.6418 -0.3433 16 470 141300 -0.6418 -0.3652 17 471 141600 -0.6418 -0.3754 18 472 141900 -0.6418 -0.3397 19 473 142200 -0.6418 -0.3541 20 474 142500 -0.6418 -0.351 21 475 142800 -0.6418 -0.3493 22 476 143100 -0.6418 -0.3477 23 477 143400 -0.6418 -0.3697 24 478 143700 -0.6418 -0.3664 25 479 144000 -0.6418 -0.3679 26 480 144300 -0.6418 -0.3457 27 Best Mean Stall Generation f-count f(x) f(x) Generations 481 144600 -0.6418 -0.3615 28 482 144900 -0.6418 -0.366 29 483 145200 -0.6418 -0.3468 30 484 145500 -0.6418 -0.3506 31 485 145800 -0.6418 -0.3462 32 486 146100 -0.6418 -0.3641 33 487 146400 -0.6418 -0.3559 34 488 146700 -0.6418 -0.3639 35 489 147000 -0.6418 -0.3637 36 490 147300 -0.6418 -0.3593 37 491 147600 -0.6418 -0.3862 38 492 147900 -0.6418 -0.3904 39 493 148200 -0.6418 -0.3473 40 494 148500 -0.6418 -0.3648 41 495 148800 -0.6418 -0.3517 42 496 149100 -0.6418 -0.3582 43 497 149400 -0.7125 -0.3559 0 498 149700 -0.7125 -0.3538 1 499 150000 -0.7125 -0.3556 2 500 150300 -0.7534 -0.3712 0 501 150600 -0.7818 -0.3613 0 502 150900 -0.7818 -0.3815 1 503 151200 -0.7818 -0.3679 2 504 151500 -0.7818 -0.3385 3 505 151800 -0.8026 -0.3704 0 506 152100 -0.9352 -0.376 0 507 152400 -0.9352 -0.3546 1 508 152700 -0.9441 -0.4083 0 509 153000 -0.9441 -0.3865 1 510 153300 -0.9441 -0.3937 2 Best Mean Stall Generation f-count f(x) f(x) Generations 511 153600 -0.9441 -0.4098 3 512 153900 -0.9441 -0.3883 4 513 154200 -0.9441 -0.4006 5 514 154500 -0.9441 -0.3985 6 515 154800 -0.9441 -0.3865 7 516 155100 -0.9441 -0.3966 8 517 155400 -0.9441 -0.3858 9 518 155700 -0.9441 -0.4073 10 519 156000 -0.9441 -0.4041 11 520 156300 -0.9441 -0.4062 12 521 156600 -0.9441 -0.4064 13 522 156900 -0.9441 -0.3949 14 523 157200 -0.9441 -0.3814 15 524 157500 -0.9441 -0.3824 16 525 157800 -0.9441 -0.4052 17 526 158100 -0.9441 -0.3998 18 527 158400 -0.9441 -0.3994 19 528 158700 -0.9441 -0.3741 20 529 159000 -0.9441 -0.3704 21 530 159300 -0.9441 -0.4112 22 531 159600 -0.9441 -0.3768 23 532 159900 -0.9441 -0.3646 24 533 160200 -0.9441 -0.381 25 534 160500 -0.9441 -0.4088 26 535 160800 -0.9441 -0.3986 27 536 161100 -0.9441 -0.3802 28 537 161400 -0.9441 -0.3907 29 538 161700 -0.9441 -0.3891 30 539 162000 -0.9441 -0.3762 31 540 162300 -0.9441 -0.3877 32 Best Mean Stall Generation f-count f(x) f(x) Generations 541 162600 -0.9441 -0.3809 33 542 162900 -0.9441 -0.4188 34 543 163200 -0.9441 -0.3926 35 544 163500 -0.9441 -0.4001 36 545 163800 -0.9441 -0.3713 37 546 164100 -0.9441 -0.3916 38 547 164400 -0.9441 -0.3923 39 548 164700 -0.9441 -0.4092 40 549 165000 -0.9441 -0.3858 41 550 165300 -0.9441 -0.3828 42 551 165600 -0.9441 -0.4011 43 552 165900 -0.9441 -0.4007 44 553 166200 -0.9441 -0.4203 45 554 166500 -0.9441 -0.4112 46 555 166800 -0.9441 -0.4232 47 556 167100 -0.9441 -0.3968 48 557 167400 -0.9441 -0.3962 49 558 167700 -0.9441 -0.3831 50 559 168000 -0.9441 -0.3769 51 560 168300 -0.9441 -0.4094 52 561 168600 -0.9441 -0.388 53 562 168900 -0.9441 -0.3928 54 563 169200 -0.9441 -0.3729 55 564 169500 -0.9441 -0.3848 56 565 169800 -0.9441 -0.3836 57 566 170100 -0.9441 -0.3884 58 567 170400 -0.9441 -0.3802 59 568 170700 -0.9441 -0.4088 60 569 171000 -0.9441 -0.4092 61 570 171300 -0.9441 -0.4055 62 Best Mean Stall Generation f-count f(x) f(x) Generations 571 171600 -0.9441 -0.4071 63 572 171900 -0.9441 -0.3916 64 573 172200 -0.9441 -0.3742 65 574 172500 -0.9441 -0.3819 66 575 172800 -0.9441 -0.4144 67 576 173100 -0.9441 -0.4029 68 577 173400 -0.9441 -0.3839 69 578 173700 -0.9441 -0.389 70 579 174000 -0.9441 -0.3961 71 580 174300 -0.9441 -0.4242 72 581 174600 -0.9441 -0.3952 73 582 174900 -0.9441 -0.3885 74 583 175200 -0.9441 -0.3667 75 584 175500 -0.9441 -0.4134 76 585 175800 -0.9441 -0.4046 77 586 176100 -0.9441 -0.3782 78 587 176400 -0.9441 -0.4051 79 588 176700 -0.9441 -0.3911 80 589 177000 -0.9441 -0.3934 81 590 177300 -0.9441 -0.4141 82 591 177600 -0.9441 -0.3862 83 592 177900 -0.9441 -0.3884 84 593 178200 -0.9441 -0.4149 85 594 178500 -0.9441 -0.4238 86 595 178800 -0.9441 -0.4013 87 596 179100 -0.9441 -0.3837 88 597 179400 -0.9441 -0.3949 89 598 179700 -0.9441 -0.414 90 599 180000 -0.9441 -0.3918 91 600 180300 -0.9441 -0.4036 92 Optimization terminated: maximum number of generations exceeded. Columns 1 through 11 17 17 4 15 17 12 5 8 14 13 12 Columns 12 through 22 6 9 14 11 17 13 18 13 10 2 10 Columns 23 through 33 7 5 17 17 13 13 3 5 11 6 6 Columns 34 through 44 13 16 15 1 1 8 16 18 1 18 4 Columns 45 through 50 17 3 5 9 5 18 s0 = Columns 1 through 7 1.0245 1.0077 0.9784 0.9482 0.9831 0.9558 0.8888 Columns 8 through 14 1.0253 0.9816 1.0559 0.9334 1.0601 0.9824 0.9765 Columns 15 through 21 1.0121 0.9873 1.0833 0.8715 0.8686 1.0839 1.0105 Columns 22 through 28 1.0703 0.9467 0.9638 1.0668 1.0201 0.9059 1.0260 Columns 29 through 35 0.9852 1.0062 0.9779 1.1082 0.8924 1.1363 0.9125 Columns 36 through 42 0.8507 0.9652 0.8849 0.8999 0.8926 1.0071 1.0047 Columns 43 through 49 0.9329 0.9504 0.9818 0.8931 0.9145 1.0844 0.9755 Column 50 0.9207 r0 = Columns 1 through 7 1.0000 0.3101 0.2541 -0.0068 0.2728 -0.0138 -0.1025 0.3101 1.0000 0.2686 -0.0430 0.2062 -0.0831 -0.0429 0.2541 0.2686 1.0000 -0.1664 0.2532 -0.1025 -0.0933 -0.0068 -0.0430 -0.1664 1.0000 -0.1173 0.1509 0.0774 0.2728 0.2062 0.2532 -0.1173 1.0000 -0.0012 -0.1291 -0.0138 -0.0831 -0.1025 0.1509 -0.0012 1.0000 0.0512 -0.1025 -0.0429 -0.0933 0.0774 -0.1291 0.0512 1.0000 0.2813 0.1716 0.2169 -0.0758 0.3029 0.0288 -0.1879 -0.1764 -0.1304 -0.0333 -0.1609 -0.0612 -0.1425 0.0350 -0.2923 -0.2219 -0.0891 -0.1819 -0.1375 -0.1144 0.0504 -0.1081 -0.0592 -0.0610 0.0433 -0.0864 0.1462 0.1164 0.1596 0.1295 0.1821 -0.1290 0.1591 -0.1061 -0.2102 0.2720 0.2462 0.1883 0.0396 0.1941 0.0932 -0.0464 -0.1141 -0.1895 -0.2252 0.1845 -0.1086 0.1685 0.0783 0.1408 0.0761 0.1986 -0.1704 0.2685 0.0635 -0.1054 0.3108 0.2304 0.1590 0.0682 0.2237 0.0446 -0.0766 -0.2493 -0.1712 -0.0756 -0.1672 -0.1349 -0.1833 0.0645 0.0121 0.0275 0.0104 -0.0260 -0.0277 -0.1466 -0.0476 -0.1052 -0.0539 -0.0651 -0.0114 -0.1281 -0.1141 0.0138 0.3471 0.3200 0.2157 0.0809 0.2250 0.0918 -0.0171 0.0518 -0.0736 -0.0902 0.1352 0.0705 0.1759 0.0064 -0.2870 -0.2094 -0.0861 -0.1682 -0.1315 -0.0804 0.0917 0.1677 0.1685 0.2464 -0.1837 0.2293 -0.0395 -0.0901 -0.1824 -0.1822 -0.0594 -0.1206 -0.0219 0.0268 0.0438 0.3183 0.3299 0.2934 -0.1100 0.2449 -0.1761 -0.0839 0.2834 0.2971 0.1782 0.0852 0.1380 0.0426 -0.0002 -0.2341 -0.2441 -0.1925 0.0271 -0.1537 0.0700 0.0498 -0.2670 -0.2110 -0.0627 -0.1951 -0.1068 -0.0955 0.0014 0.0533 -0.0301 -0.0371 0.0449 0.0149 -0.0518 -0.1600 -0.1623 -0.0795 -0.1398 0.1232 -0.1955 0.1413 0.1876 -0.1604 -0.0454 -0.0931 0.0030 -0.2244 -0.1694 0.0737 -0.0184 -0.0940 -0.0772 0.0077 -0.0357 -0.1301 -0.1764 -0.0985 -0.0877 -0.0596 -0.0096 -0.0843 -0.0022 -0.0444 -0.2272 -0.2558 -0.2476 0.0762 -0.1746 -0.0000 0.0983 -0.2005 -0.1067 -0.1072 -0.0180 -0.2017 -0.0862 0.0777 0.0121 0.0045 -0.0318 0.0862 -0.0182 0.1120 0.0340 -0.2654 -0.2938 -0.2443 0.0576 -0.1954 0.0715 0.0119 -0.0602 -0.0109 -0.0981 0.1039 -0.1553 -0.0516 0.0653 0.0091 0.1049 0.0550 -0.0347 -0.0509 -0.1380 0.0757 -0.1057 -0.0239 -0.0587 0.0031 -0.1561 -0.1158 0.0413 -0.1592 -0.0994 -0.1851 0.1649 -0.2471 0.0711 0.0955 0.2738 0.2035 0.2332 -0.0757 0.2727 0.0279 -0.1653 -0.0015 -0.0941 -0.0745 0.0557 0.0494 0.0981 0.0015 -0.1856 -0.1533 -0.1925 0.1089 -0.2302 0.0140 0.0350 0.2719 0.2504 0.1858 0.0098 0.1602 -0.0601 -0.1218 -0.0014 0.0713 0.0414 0.0011 -0.0193 0.0386 0.1148 -0.1234 -0.0218 -0.0666 0.0393 -0.1647 0.0024 0.1230 -0.2114 -0.2575 -0.2508 0.0929 -0.1632 0.0235 0.0768 -0.1985 -0.2310 -0.1465 0.0092 -0.0908 0.1588 0.0000 0.0786 0.0232 -0.0439 0.1267 0.0321 0.0780 0.0488 Columns 8 through 14 0.2813 -0.1764 -0.2923 -0.1081 0.1596 0.2720 -0.1141 0.1716 -0.1304 -0.2219 -0.0592 0.1295 0.2462 -0.1895 0.2169 -0.0333 -0.0891 -0.0610 0.1821 0.1883 -0.2252 -0.0758 -0.1609 -0.1819 0.0433 -0.1290 0.0396 0.1845 0.3029 -0.0612 -0.1375 -0.0864 0.1591 0.1941 -0.1086 0.0288 -0.1425 -0.1144 0.1462 -0.1061 0.0932 0.1685 -0.1879 0.0350 0.0504 0.1164 -0.2102 -0.0464 0.0783 1.0000 -0.1328 -0.1981 -0.1178 0.2470 0.2097 -0.0889 -0.1328 1.0000 0.3104 -0.0504 -0.1235 -0.2446 0.0112 -0.1981 0.3104 1.0000 0.0384 -0.1003 -0.2825 -0.0121 -0.1178 -0.0504 0.0384 1.0000 -0.1046 0.0444 0.0164 0.2470 -0.1235 -0.1003 -0.1046 1.0000 0.1374 -0.2405 0.2097 -0.2446 -0.2825 0.0444 0.1374 1.0000 -0.1065 -0.0889 0.0112 -0.0121 0.0164 -0.2405 -0.1065 1.0000 0.2571 0.0108 0.0035 0.0102 0.1156 0.1276 -0.0802 0.2444 -0.1702 -0.2963 -0.1123 0.0708 0.2214 0.0036 -0.2178 0.3517 0.3785 -0.0420 -0.1540 -0.3109 0.0074 -0.0123 0.0439 0.0140 -0.1279 0.0748 -0.0650 -0.0526 -0.1247 0.0668 0.0927 -0.0348 0.0141 -0.1150 -0.0357 0.2161 -0.2579 -0.3521 0.0152 0.0690 0.3389 -0.0754 0.0897 -0.0220 -0.1051 -0.0501 -0.1729 -0.0004 0.2627 -0.2182 0.3165 0.3941 0.0753 -0.1717 -0.2672 0.0143 0.2026 -0.0088 -0.0157 0.0006 0.1686 0.1510 -0.1913 -0.0760 0.2245 0.2686 0.0590 -0.1478 -0.1713 0.0782 0.1995 -0.0181 -0.1536 -0.1745 0.1273 0.1629 -0.1820 0.1345 -0.2533 -0.3147 0.0307 0.0928 0.2994 -0.1158 -0.1409 0.1014 0.1735 0.0684 -0.1166 -0.1754 0.1357 -0.1340 0.2460 0.3590 0.0509 0.0059 -0.2291 -0.0612 0.1343 -0.0936 -0.1111 -0.1740 0.2223 -0.0098 0.0025 -0.2389 -0.0550 0.0330 0.2512 -0.1952 0.0050 0.0617 -0.2456 0.0855 0.1293 -0.0020 -0.0243 -0.1493 -0.0721 0.0876 -0.0039 -0.0171 -0.2338 0.2269 -0.1178 0.0056 -0.0254 -0.0490 0.0401 0.0439 0.1404 -0.0238 -0.0623 -0.2058 0.2398 0.2003 -0.0752 -0.3174 -0.3049 0.2860 -0.2236 0.0948 0.1718 0.0657 -0.0464 -0.1451 -0.0402 -0.0027 -0.1147 -0.0916 0.0916 -0.0183 0.0842 0.0327 -0.1356 0.0616 0.1563 0.0471 -0.0471 -0.1944 0.1430 -0.1521 -0.0237 -0.0247 -0.0069 -0.0567 -0.0535 0.0239 -0.1221 0.0723 0.0443 -0.0107 -0.0663 -0.0257 -0.0881 -0.1612 0.0342 0.0749 0.0068 0.0161 -0.0854 -0.0707 -0.2069 -0.1300 -0.0328 0.1482 -0.0255 -0.0149 0.0272 0.3251 -0.1780 -0.2095 -0.0540 0.2794 0.2525 -0.1542 0.0507 0.0631 -0.0000 -0.0616 -0.1526 -0.0647 0.2056 -0.1708 -0.0555 0.0345 0.0630 0.0215 -0.0932 0.0333 0.2128 -0.2081 -0.2652 -0.1004 0.2561 0.2264 -0.1645 -0.0926 -0.0064 0.0105 0.1400 -0.1157 0.0643 -0.0390 -0.2028 -0.0112 0.0606 0.1522 -0.0798 -0.0181 -0.0444 -0.1732 0.1996 0.1646 -0.0763 -0.2815 -0.2801 0.2891 -0.0401 -0.0114 0.1153 0.1499 0.0111 -0.0616 0.0733 0.0153 -0.0160 -0.1137 -0.0553 -0.1783 0.0129 0.1766 Columns 15 through 21 0.1408 0.3108 -0.2493 0.0121 -0.1052 0.3471 0.0518 0.0761 0.2304 -0.1712 0.0275 -0.0539 0.3200 -0.0736 0.1986 0.1590 -0.0756 0.0104 -0.0651 0.2157 -0.0902 -0.1704 0.0682 -0.1672 -0.0260 -0.0114 0.0809 0.1352 0.2685 0.2237 -0.1349 -0.0277 -0.1281 0.2250 0.0705 0.0635 0.0446 -0.1833 -0.1466 -0.1141 0.0918 0.1759 -0.1054 -0.0766 0.0645 -0.0476 0.0138 -0.0171 0.0064 0.2571 0.2444 -0.2178 -0.0123 -0.1247 0.2161 0.0897 0.0108 -0.1702 0.3517 0.0439 0.0668 -0.2579 -0.0220 0.0035 -0.2963 0.3785 0.0140 0.0927 -0.3521 -0.1051 0.0102 -0.1123 -0.0420 -0.1279 -0.0348 0.0152 -0.0501 0.1156 0.0708 -0.1540 0.0748 0.0141 0.0690 -0.1729 0.1276 0.2214 -0.3109 -0.0650 -0.1150 0.3389 -0.0004 -0.0802 0.0036 0.0074 -0.0526 -0.0357 -0.0754 0.2627 1.0000 0.0984 -0.0550 -0.0973 -0.1451 0.1083 0.0691 0.0984 1.0000 -0.2426 0.0006 -0.1118 0.3076 0.1538 -0.0550 -0.2426 1.0000 0.0669 0.1140 -0.3334 -0.0715 -0.0973 0.0006 0.0669 1.0000 0.0829 -0.0598 -0.0666 -0.1451 -0.1118 0.1140 0.0829 1.0000 -0.1365 -0.1163 0.1083 0.3076 -0.3334 -0.0598 -0.1365 1.0000 0.0605 0.0691 0.1538 -0.0715 -0.0666 -0.1163 0.0605 1.0000 0.0187 -0.2844 0.3808 -0.0197 0.0665 -0.3174 -0.0720 0.2486 0.0838 -0.0508 -0.0385 -0.0812 0.1394 -0.0752 0.1213 -0.1570 0.2413 -0.0681 -0.0224 -0.2054 0.0663 0.0963 0.2457 -0.0541 0.0861 -0.0346 0.2514 -0.0336 0.0165 0.2312 -0.3008 -0.0248 -0.0731 0.3670 -0.0393 -0.0483 -0.1787 0.1326 -0.0352 0.0333 -0.2277 0.0478 0.0429 -0.2901 0.3019 0.0059 0.0833 -0.3291 -0.1454 -0.0585 0.0690 -0.1068 0.1115 0.0497 -0.0439 0.0168 -0.1246 -0.1468 -0.0213 -0.1094 0.0097 -0.0045 -0.0641 -0.2575 -0.1802 0.1659 0.1114 0.1703 -0.1675 -0.2151 -0.1064 0.0040 0.0070 0.1674 0.1066 -0.1671 -0.0081 -0.0438 -0.1186 -0.0304 0.0152 0.0584 -0.1041 -0.1314 -0.1390 -0.1075 0.2838 0.0327 0.0518 -0.2692 0.2201 -0.1646 -0.2125 0.1620 0.0420 0.1221 -0.1879 -0.1732 -0.0078 0.0211 -0.1290 -0.0614 -0.0375 0.0827 0.0194 -0.0948 -0.2021 0.0973 -0.0078 0.0641 -0.2756 0.0284 -0.2166 -0.0444 0.0158 0.0654 0.0907 -0.0354 -0.0638 -0.1076 -0.0258 0.1096 0.0587 0.0668 0.0175 -0.1212 -0.1803 -0.1274 0.0890 0.0779 0.1215 -0.1072 -0.1739 -0.2381 -0.1452 -0.0858 -0.0083 0.0887 -0.0581 -0.1316 0.2309 0.2092 -0.2540 -0.0238 -0.1087 0.2442 -0.0057 0.0685 0.0792 0.0348 -0.0382 -0.0755 -0.0242 0.2645 -0.2139 -0.1642 -0.0077 0.0363 0.1108 -0.1547 -0.1120 0.0266 0.2101 -0.2508 0.0635 -0.0201 0.2503 -0.0776 0.0041 -0.0269 0.0018 -0.0726 -0.0267 0.0903 -0.0591 -0.1371 -0.1442 0.0343 -0.0242 0.0635 -0.0350 -0.1578 -0.1297 -0.0899 0.2349 0.0282 0.0425 -0.2525 0.2293 0.0605 -0.1722 -0.0084 -0.1006 -0.0185 -0.1617 0.0057 -0.0251 0.1474 -0.0410 -0.0173 -0.0623 0.0997 0.2273 Columns 22 through 28 -0.2870 0.1677 -0.1824 0.3183 0.2834 -0.2341 -0.2670 -0.2094 0.1685 -0.1822 0.3299 0.2971 -0.2441 -0.2110 -0.0861 0.2464 -0.0594 0.2934 0.1782 -0.1925 -0.0627 -0.1682 -0.1837 -0.1206 -0.1100 0.0852 0.0271 -0.1951 -0.1315 0.2293 -0.0219 0.2449 0.1380 -0.1537 -0.1068 -0.0804 -0.0395 0.0268 -0.1761 0.0426 0.0700 -0.0955 0.0917 -0.0901 0.0438 -0.0839 -0.0002 0.0498 0.0014 -0.2182 0.2026 -0.0760 0.1995 0.1345 -0.1409 -0.1340 0.3165 -0.0088 0.2245 -0.0181 -0.2533 0.1014 0.2460 0.3941 -0.0157 0.2686 -0.1536 -0.3147 0.1735 0.3590 0.0753 0.0006 0.0590 -0.1745 0.0307 0.0684 0.0509 -0.1717 0.1686 -0.1478 0.1273 0.0928 -0.1166 0.0059 -0.2672 0.1510 -0.1713 0.1629 0.2994 -0.1754 -0.2291 0.0143 -0.1913 0.0782 -0.1820 -0.1158 0.1357 -0.0612 0.0187 0.2486 0.1213 0.0963 0.0165 -0.0483 0.0429 -0.2844 0.0838 -0.1570 0.2457 0.2312 -0.1787 -0.2901 0.3808 -0.0508 0.2413 -0.0541 -0.3008 0.1326 0.3019 -0.0197 -0.0385 -0.0681 0.0861 -0.0248 -0.0352 0.0059 0.0665 -0.0812 -0.0224 -0.0346 -0.0731 0.0333 0.0833 -0.3174 0.1394 -0.2054 0.2514 0.3670 -0.2277 -0.3291 -0.0720 -0.0752 0.0663 -0.0336 -0.0393 0.0478 -0.1454 1.0000 -0.0114 0.2946 -0.1505 -0.2951 0.1722 0.3393 -0.0114 1.0000 0.0244 0.1751 0.0970 -0.1153 0.0251 0.2946 0.0244 1.0000 -0.1308 -0.2393 0.1475 0.2319 -0.1505 0.1751 -0.1308 1.0000 0.2115 -0.2466 -0.1701 -0.2951 0.0970 -0.2393 0.2115 1.0000 -0.2119 -0.2853 0.1722 -0.1153 0.1475 -0.2466 -0.2119 1.0000 0.1617 0.3393 0.0251 0.2319 -0.1701 -0.2853 0.1617 1.0000 -0.1824 -0.0578 -0.1403 0.0082 -0.0244 -0.0135 -0.0575 0.0773 -0.0986 0.0211 -0.2125 0.0414 0.0856 0.0197 0.1046 -0.1294 -0.0543 -0.0449 -0.0582 0.0324 0.1046 -0.1069 -0.0982 -0.1048 -0.0084 -0.1274 0.0262 0.0240 -0.0007 -0.0194 -0.0344 -0.1372 -0.0467 0.0572 0.0992 0.2206 -0.2285 0.1931 -0.1447 -0.2887 0.1828 0.0939 0.1592 -0.0931 0.0310 -0.1265 -0.1029 0.0842 0.1593 -0.0788 -0.0165 -0.0466 -0.0687 0.0815 0.0025 -0.0716 0.1285 -0.1586 0.1046 -0.3058 -0.2372 0.2067 0.1700 -0.0337 -0.1408 -0.1010 -0.0291 0.0250 0.0041 -0.0471 0.0589 -0.0075 -0.0361 0.1236 0.0561 -0.0673 -0.0017 0.0521 -0.0825 -0.0589 -0.0368 -0.0236 0.0161 0.0703 -0.0466 -0.1676 -0.1153 -0.2251 0.0371 0.0759 -0.0046 -0.2299 0.2190 -0.1170 0.1834 0.1918 -0.1581 -0.1274 0.0241 -0.0542 0.1130 -0.0287 -0.1036 0.0642 -0.0447 -0.0013 -0.1671 -0.0702 -0.2198 -0.0647 0.1046 0.0630 -0.2976 0.1063 -0.2484 0.2283 0.2531 -0.1989 -0.2063 0.0561 0.0392 0.0217 0.0106 0.0945 -0.0276 -0.0118 0.0757 -0.0595 -0.0195 -0.1057 0.0340 0.0335 0.0546 0.1780 -0.2268 0.1695 -0.1581 -0.2739 0.1807 0.0739 0.1052 -0.0264 0.1252 -0.3024 -0.1513 0.1735 0.1674 -0.0780 -0.0805 -0.0066 0.0587 0.0384 -0.0186 -0.1723 Columns 29 through 35 0.0533 -0.1623 -0.1604 -0.0184 -0.0985 -0.2272 -0.2005 -0.0301 -0.0795 -0.0454 -0.0940 -0.0877 -0.2558 -0.1067 -0.0371 -0.1398 -0.0931 -0.0772 -0.0596 -0.2476 -0.1072 0.0449 0.1232 0.0030 0.0077 -0.0096 0.0762 -0.0180 0.0149 -0.1955 -0.2244 -0.0357 -0.0843 -0.1746 -0.2017 -0.0518 0.1413 -0.1694 -0.1301 -0.0022 -0.0000 -0.0862 -0.1600 0.1876 0.0737 -0.1764 -0.0444 0.0983 0.0777 0.1343 -0.2389 -0.2456 0.0876 -0.0254 -0.2058 -0.2236 -0.0936 -0.0550 0.0855 -0.0039 -0.0490 0.2398 0.0948 -0.1111 0.0330 0.1293 -0.0171 0.0401 0.2003 0.1718 -0.1740 0.2512 -0.0020 -0.2338 0.0439 -0.0752 0.0657 0.2223 -0.1952 -0.0243 0.2269 0.1404 -0.3174 -0.0464 -0.0098 0.0050 -0.1493 -0.1178 -0.0238 -0.3049 -0.1451 0.0025 0.0617 -0.0721 0.0056 -0.0623 0.2860 -0.0402 -0.0585 -0.1246 -0.2575 -0.1064 -0.0438 -0.1390 -0.1646 0.0690 -0.1468 -0.1802 0.0040 -0.1186 -0.1075 -0.2125 -0.1068 -0.0213 0.1659 0.0070 -0.0304 0.2838 0.1620 0.1115 -0.1094 0.1114 0.1674 0.0152 0.0327 0.0420 0.0497 0.0097 0.1703 0.1066 0.0584 0.0518 0.1221 -0.0439 -0.0045 -0.1675 -0.1671 -0.1041 -0.2692 -0.1879 0.0168 -0.0641 -0.2151 -0.0081 -0.1314 0.2201 -0.1732 -0.1824 0.0773 0.1046 -0.1069 -0.0007 0.2206 0.1592 -0.0578 -0.0986 -0.1294 -0.0982 -0.0194 -0.2285 -0.0931 -0.1403 0.0211 -0.0543 -0.1048 -0.0344 0.1931 0.0310 0.0082 -0.2125 -0.0449 -0.0084 -0.1372 -0.1447 -0.1265 -0.0244 0.0414 -0.0582 -0.1274 -0.0467 -0.2887 -0.1029 -0.0135 0.0856 0.0324 0.0262 0.0572 0.1828 0.0842 -0.0575 0.0197 0.1046 0.0240 0.0992 0.0939 0.1593 1.0000 -0.1966 0.0081 0.3542 0.0993 -0.0260 -0.0407 -0.1966 1.0000 0.0924 -0.2498 0.0388 -0.0122 0.1286 0.0081 0.0924 1.0000 0.0767 0.0764 0.0510 0.2155 0.3542 -0.2498 0.0767 1.0000 0.1171 0.0628 0.0092 0.0993 0.0388 0.0764 0.1171 1.0000 -0.1037 0.0864 -0.0260 -0.0122 0.0510 0.0628 -0.1037 1.0000 0.0493 -0.0407 0.1286 0.2155 0.0092 0.0864 0.0493 1.0000 -0.0252 0.1051 -0.0373 -0.0738 0.0232 -0.0733 -0.0151 0.0868 0.0670 0.0613 0.1427 0.1247 0.1689 0.1046 0.0319 0.0793 0.1679 0.0550 0.0243 0.0526 0.1010 -0.0987 0.0453 0.1510 -0.0821 -0.0537 0.0075 0.0864 0.0209 0.0701 0.2119 0.0643 0.0754 -0.0042 0.1547 0.0225 0.2439 0.1811 0.0103 0.1458 -0.0595 0.1619 0.1032 -0.1615 -0.1958 0.0385 0.0178 -0.3064 -0.1769 0.0015 -0.0810 -0.1547 0.0078 -0.1120 0.2322 -0.1175 0.1000 0.1320 0.1771 0.1320 0.1564 0.0102 0.1554 0.1506 -0.1288 -0.0324 0.1090 0.0228 -0.2810 -0.0982 -0.1998 0.1705 0.0221 -0.2504 -0.0453 -0.0636 0.0385 -0.1218 0.2236 0.1602 -0.1356 0.0582 -0.0519 0.1516 0.0100 -0.0214 0.0294 0.0915 -0.0835 0.4491 0.0321 0.0055 0.1188 -0.0522 -0.0005 0.1377 -0.0024 0.0496 -0.0250 -0.0260 -0.0949 -0.0453 -0.1452 0.1735 -0.1084 Columns 36 through 42 0.0121 -0.2654 -0.0602 0.0091 -0.1057 -0.1592 0.2738 0.0045 -0.2938 -0.0109 0.1049 -0.0239 -0.0994 0.2035 -0.0318 -0.2443 -0.0981 0.0550 -0.0587 -0.1851 0.2332 0.0862 0.0576 0.1039 -0.0347 0.0031 0.1649 -0.0757 -0.0182 -0.1954 -0.1553 -0.0509 -0.1561 -0.2471 0.2727 0.1120 0.0715 -0.0516 -0.1380 -0.1158 0.0711 0.0279 0.0340 0.0119 0.0653 0.0757 0.0413 0.0955 -0.1653 -0.0027 -0.1356 -0.1521 -0.1221 -0.1612 -0.2069 0.3251 -0.1147 0.0616 -0.0237 0.0723 0.0342 -0.1300 -0.1780 -0.0916 0.1563 -0.0247 0.0443 0.0749 -0.0328 -0.2095 0.0916 0.0471 -0.0069 -0.0107 0.0068 0.1482 -0.0540 -0.0183 -0.0471 -0.0567 -0.0663 0.0161 -0.0255 0.2794 0.0842 -0.1944 -0.0535 -0.0257 -0.0854 -0.0149 0.2525 0.0327 0.1430 0.0239 -0.0881 -0.0707 0.0272 -0.1542 -0.0078 -0.0948 -0.2166 -0.1076 -0.1803 -0.2381 0.2309 0.0211 -0.2021 -0.0444 -0.0258 -0.1274 -0.1452 0.2092 -0.1290 0.0973 0.0158 0.1096 0.0890 -0.0858 -0.2540 -0.0614 -0.0078 0.0654 0.0587 0.0779 -0.0083 -0.0238 -0.0375 0.0641 0.0907 0.0668 0.1215 0.0887 -0.1087 0.0827 -0.2756 -0.0354 0.0175 -0.1072 -0.0581 0.2442 0.0194 0.0284 -0.0638 -0.1212 -0.1739 -0.1316 -0.0057 -0.0788 0.1285 -0.0337 0.0589 0.0521 -0.0466 -0.2299 -0.0165 -0.1586 -0.1408 -0.0075 -0.0825 -0.1676 0.2190 -0.0466 0.1046 -0.1010 -0.0361 -0.0589 -0.1153 -0.1170 -0.0687 -0.3058 -0.0291 0.1236 -0.0368 -0.2251 0.1834 0.0815 -0.2372 0.0250 0.0561 -0.0236 0.0371 0.1918 0.0025 0.2067 0.0041 -0.0673 0.0161 0.0759 -0.1581 -0.0716 0.1700 -0.0471 -0.0017 0.0703 -0.0046 -0.1274 -0.0252 0.0868 0.0319 -0.0987 0.0209 0.0225 0.1032 0.1051 0.0670 0.0793 0.0453 0.0701 0.2439 -0.1615 -0.0373 0.0613 0.1679 0.1510 0.2119 0.1811 -0.1958 -0.0738 0.1427 0.0550 -0.0821 0.0643 0.0103 0.0385 0.0232 0.1247 0.0243 -0.0537 0.0754 0.1458 0.0178 -0.0733 0.1689 0.0526 0.0075 -0.0042 -0.0595 -0.3064 -0.0151 0.1046 0.1010 0.0864 0.1547 0.1619 -0.1769 1.0000 0.0093 0.0076 -0.0367 -0.0172 0.0925 0.0257 0.0093 1.0000 0.0295 -0.1088 0.0453 0.1403 -0.1492 0.0076 0.0295 1.0000 0.0839 0.1195 0.1516 -0.1273 -0.0367 -0.1088 0.0839 1.0000 0.0986 0.0141 -0.0938 -0.0172 0.0453 0.1195 0.0986 1.0000 0.1487 -0.1159 0.0925 0.1403 0.1516 0.0141 0.1487 1.0000 -0.1244 0.0257 -0.1492 -0.1273 -0.0938 -0.1159 -0.1244 1.0000 -0.0185 0.0417 -0.0642 -0.0853 -0.1328 -0.1474 -0.0393 0.0412 0.1870 0.1274 -0.0151 0.1416 0.2661 -0.1233 0.0191 -0.1704 0.0118 0.0095 0.0002 -0.0108 0.2427 0.0431 -0.0872 0.0094 0.0852 0.0135 0.0462 -0.0440 0.0474 0.0282 0.0942 0.0924 0.1208 0.1988 -0.1264 -0.0600 0.1813 0.0465 -0.0231 -0.0147 -0.0455 -0.2724 0.0595 0.2214 -0.0613 -0.1554 -0.0238 0.1193 -0.0216 0.0065 -0.0543 0.0109 -0.0025 -0.0884 -0.0856 -0.0462 Columns 43 through 49 -0.0015 -0.1856 0.2719 -0.0014 -0.1234 -0.2114 -0.1985 -0.0941 -0.1533 0.2504 0.0713 -0.0218 -0.2575 -0.2310 -0.0745 -0.1925 0.1858 0.0414 -0.0666 -0.2508 -0.1465 0.0557 0.1089 0.0098 0.0011 0.0393 0.0929 0.0092 0.0494 -0.2302 0.1602 -0.0193 -0.1647 -0.1632 -0.0908 0.0981 0.0140 -0.0601 0.0386 0.0024 0.0235 0.1588 0.0015 0.0350 -0.1218 0.1148 0.1230 0.0768 0.0000 0.0507 -0.1708 0.2128 -0.0926 -0.2028 -0.1732 -0.0401 0.0631 -0.0555 -0.2081 -0.0064 -0.0112 0.1996 -0.0114 -0.0000 0.0345 -0.2652 0.0105 0.0606 0.1646 0.1153 -0.0616 0.0630 -0.1004 0.1400 0.1522 -0.0763 0.1499 -0.1526 0.0215 0.2561 -0.1157 -0.0798 -0.2815 0.0111 -0.0647 -0.0932 0.2264 0.0643 -0.0181 -0.2801 -0.0616 0.2056 0.0333 -0.1645 -0.0390 -0.0444 0.2891 0.0733 0.0685 -0.2139 0.0266 0.0041 -0.1371 -0.1297 0.0605 0.0792 -0.1642 0.2101 -0.0269 -0.1442 -0.0899 -0.1722 0.0348 -0.0077 -0.2508 0.0018 0.0343 0.2349 -0.0084 -0.0382 0.0363 0.0635 -0.0726 -0.0242 0.0282 -0.1006 -0.0755 0.1108 -0.0201 -0.0267 0.0635 0.0425 -0.0185 -0.0242 -0.1547 0.2503 0.0903 -0.0350 -0.2525 -0.1617 0.2645 -0.1120 -0.0776 -0.0591 -0.1578 0.2293 0.0057 0.0241 -0.0013 -0.2976 0.0561 0.0757 0.1780 0.1052 -0.0542 -0.1671 0.1063 0.0392 -0.0595 -0.2268 -0.0264 0.1130 -0.0702 -0.2484 0.0217 -0.0195 0.1695 0.1252 -0.0287 -0.2198 0.2283 0.0106 -0.1057 -0.1581 -0.3024 -0.1036 -0.0647 0.2531 0.0945 0.0340 -0.2739 -0.1513 0.0642 0.1046 -0.1989 -0.0276 0.0335 0.1807 0.1735 -0.0447 0.0630 -0.2063 -0.0118 0.0546 0.0739 0.1674 0.0015 0.1000 0.1506 -0.1998 -0.1218 0.0100 0.0055 -0.0810 0.1320 -0.1288 0.1705 0.2236 -0.0214 0.1188 -0.1547 0.1771 -0.0324 0.0221 0.1602 0.0294 -0.0522 0.0078 0.1320 0.1090 -0.2504 -0.1356 0.0915 -0.0005 -0.1120 0.1564 0.0228 -0.0453 0.0582 -0.0835 0.1377 0.2322 0.0102 -0.2810 -0.0636 -0.0519 0.4491 -0.0024 -0.1175 0.1554 -0.0982 0.0385 0.1516 0.0321 0.0496 -0.0185 0.0412 0.0191 0.0431 0.0474 -0.0600 0.0595 0.0417 0.1870 -0.1704 -0.0872 0.0282 0.1813 0.2214 -0.0642 0.1274 0.0118 0.0094 0.0942 0.0465 -0.0613 -0.0853 -0.0151 0.0095 0.0852 0.0924 -0.0231 -0.1554 -0.1328 0.1416 0.0002 0.0135 0.1208 -0.0147 -0.0238 -0.1474 0.2661 -0.0108 0.0462 0.1988 -0.0455 0.1193 -0.0393 -0.1233 0.2427 -0.0440 -0.1264 -0.2724 -0.0216 1.0000 -0.1058 -0.1106 -0.0590 -0.1388 0.2306 0.0059 -0.1058 1.0000 -0.0293 -0.0345 0.1262 0.0249 0.1256 -0.1106 -0.0293 1.0000 -0.0416 -0.0552 -0.2542 -0.1377 -0.0590 -0.0345 -0.0416 1.0000 0.1217 -0.0826 -0.0196 -0.1388 0.1262 -0.0552 0.1217 1.0000 -0.0649 0.0413 0.2306 0.0249 -0.2542 -0.0826 -0.0649 1.0000 0.0197 0.0059 0.1256 -0.1377 -0.0196 0.0413 0.0197 1.0000 0.1700 -0.0957 -0.0274 -0.0024 -0.0799 0.1673 -0.1050 Column 50 0.0786 0.0232 -0.0439 0.1267 0.0321 0.0780 0.0488 0.0153 -0.0160 -0.1137 -0.0553 -0.1783 0.0129 0.1766 -0.0251 0.1474 -0.0410 -0.0173 -0.0623 0.0997 0.2273 -0.0780 -0.0805 -0.0066 0.0587 0.0384 -0.0186 -0.1723 -0.0250 -0.0260 -0.0949 -0.0453 -0.1452 0.1735 -0.1084 0.0065 -0.0543 0.0109 -0.0025 -0.0884 -0.0856 -0.0462 0.1700 -0.0957 -0.0274 -0.0024 -0.0799 0.1673 -0.1050 1.0000 Best Mean Stall Generation f-count f(x) f(x) Generations 1 600 -0.3941 -0.2057 0 2 900 -0.3941 -0.2247 1 3 1200 -0.3941 -0.2387 2 4 1500 -0.3941 -0.2307 3 5 1800 -0.3941 -0.2326 4 6 2100 -0.3941 -0.2296 5 7 2400 -0.3941 -0.227 6 8 2700 -0.3941 -0.2344 7 9 3000 -0.3941 -0.2325 8 10 3300 -0.3941 -0.2305 9 11 3600 -0.3941 -0.2297 10 12 3900 -0.3941 -0.2331 11 13 4200 -0.3941 -0.2254 12 14 4500 -0.3941 -0.2289 13 15 4800 -0.3941 -0.2415 14 16 5100 -0.3941 -0.237 15 17 5400 -0.3941 -0.232 16 18 5700 -0.3941 -0.2312 17 19 6000 -0.3941 -0.2345 18 20 6300 -0.3941 -0.2274 19 21 6600 -0.3941 -0.2314 20 22 6900 -0.3941 -0.2273 21 23 7200 -0.3941 -0.2348 22 24 7500 -0.3941 -0.2246 23 25 7800 -0.3941 -0.2254 24 26 8100 -0.3941 -0.2261 25 27 8400 -0.3941 -0.2305 26 28 8700 -0.3941 -0.2341 27 29 9000 -0.3941 -0.225 28 30 9300 -0.3941 -0.2369 29 Best Mean Stall Generation f-count f(x) f(x) Generations 31 9600 -0.3941 -0.2257 30 32 9900 -0.3941 -0.2372 31 33 10200 -0.3941 -0.2301 32 34 10500 -0.3941 -0.2356 33 35 10800 -0.3941 -0.2377 34 36 11100 -0.3941 -0.2302 35 37 11400 -0.3941 -0.2243 36 38 11700 -0.3941 -0.2317 37 39 12000 -0.3941 -0.2311 38 40 12300 -0.3941 -0.2341 39 41 12600 -0.3941 -0.2322 40 42 12900 -0.3941 -0.2333 41 43 13200 -0.3941 -0.2331 42 44 13500 -0.3941 -0.2354 43 45 13800 -0.3941 -0.2332 44 46 14100 -0.3941 -0.235 45 47 14400 -0.3941 -0.2265 46 48 14700 -0.3941 -0.2225 47 49 15000 -0.3941 -0.235 48 50 15300 -0.3941 -0.2377 49 51 15600 -0.3941 -0.2303 50 52 15900 -0.3941 -0.2298 51 53 16200 -0.3941 -0.2255 52 54 16500 -0.3941 -0.2339 53 55 16800 -0.3941 -0.2342 54 56 17100 -0.3941 -0.227 55 57 17400 -0.3941 -0.2427 56 58 17700 -0.3941 -0.2373 57 59 18000 -0.3941 -0.2302 58 60 18300 -0.3941 -0.2402 59 Best Mean Stall Generation f-count f(x) f(x) Generations 61 18600 -0.3941 -0.2329 60 62 18900 -0.3941 -0.2356 61 63 19200 -0.3941 -0.2382 62 64 19500 -0.3941 -0.238 63 65 19800 -0.3941 -0.2414 64 66 20100 -0.4102 -0.2375 0 67 20400 -0.4102 -0.2371 1 68 20700 -0.4102 -0.2486 2 69 21000 -0.4102 -0.2459 3 70 21300 -0.4102 -0.2461 4 71 21600 -0.4102 -0.247 5 72 21900 -0.4335 -0.2496 0 73 22200 -0.4699 -0.2529 0 74 22500 -0.4699 -0.2492 1 75 22800 -0.4699 -0.2591 2 76 23100 -0.4699 -0.2605 3 77 23400 -0.4716 -0.261 0 78 23700 -0.4716 -0.254 1 79 24000 -0.4716 -0.2614 2 80 24300 -0.4716 -0.2653 3 81 24600 -0.4716 -0.2689 4 82 24900 -0.4716 -0.2738 5 83 25200 -0.4716 -0.2719 6 84 25500 -0.4716 -0.2666 7 85 25800 -0.4716 -0.2694 8 86 26100 -0.4716 -0.2574 9 87 26400 -0.4716 -0.2795 10 88 26700 -0.4716 -0.2706 11 89 27000 -0.4716 -0.2645 12 90 27300 -0.4716 -0.2634 13 Best Mean Stall Generation f-count f(x) f(x) Generations 91 27600 -0.4755 -0.2707 0 92 27900 -0.517 -0.2603 0 93 28200 -0.5331 -0.274 0 94 28500 -0.546 -0.3064 0 95 28800 -0.546 -0.2809 1 96 29100 -0.546 -0.2914 2 97 29400 -0.546 -0.284 3 98 29700 -0.546 -0.2791 4 99 30000 -0.546 -0.2805 5 100 30300 -0.546 -0.2675 6 101 30600 -0.546 -0.2812 7 102 30900 -0.546 -0.2869 8 103 31200 -0.546 -0.2881 9 104 31500 -0.546 -0.2687 10 105 31800 -0.546 -0.2752 11 106 32100 -0.546 -0.2838 12 107 32400 -0.546 -0.2791 13 108 32700 -0.64 -0.276 0 109 33000 -0.64 -0.2816 1 110 33300 -0.6688 -0.2941 0 111 33600 -0.707 -0.3098 0 112 33900 -0.7184 -0.3036 0 113 34200 -0.7242 -0.3246 0 114 34500 -0.7242 -0.3137 1 115 34800 -0.7242 -0.3198 2 116 35100 -0.7242 -0.3116 3 117 35400 -0.7242 -0.3251 4 118 35700 -0.7242 -0.3005 5 119 36000 -0.7242 -0.2926 6 120 36300 -0.7242 -0.3008 7 Best Mean Stall Generation f-count f(x) f(x) Generations 121 36600 -0.7242 -0.2992 8 122 36900 -0.7242 -0.3017 9 123 37200 -0.7242 -0.2994 10 124 37500 -0.7242 -0.3172 11 125 37800 -0.7242 -0.316 12 126 38100 -0.7242 -0.3015 13 127 38400 -0.7242 -0.3088 14 128 38700 -0.7242 -0.2953 15 129 39000 -0.7242 -0.3302 16 130 39300 -0.7242 -0.3111 17 131 39600 -0.7242 -0.3176 18 132 39900 -0.7242 -0.3175 19 133 40200 -0.7242 -0.3031 20 134 40500 -0.7242 -0.3114 21 135 40800 -0.7242 -0.3084 22 136 41100 -0.7242 -0.3061 23 137 41400 -0.7242 -0.3209 24 138 41700 -0.7242 -0.3009 25 139 42000 -0.7242 -0.3295 26 140 42300 -0.7242 -0.2994 27 141 42600 -0.7242 -0.3037 28 142 42900 -0.7242 -0.2978 29 143 43200 -0.7242 -0.3033 30 144 43500 -0.7242 -0.304 31 145 43800 -0.7242 -0.311 32 146 44100 -0.7242 -0.311 33 147 44400 -0.7242 -0.3228 34 148 44700 -0.7242 -0.2897 35 149 45000 -0.7242 -0.3123 36 150 45300 -0.7242 -0.2966 37 Best Mean Stall Generation f-count f(x) f(x) Generations 151 45600 -0.7242 -0.3065 38 152 45900 -0.7242 -0.3152 39 153 46200 -0.7242 -0.3378 40 154 46500 -0.7242 -0.3136 41 155 46800 -0.7242 -0.3051 42 156 47100 -0.7242 -0.2946 43 157 47400 -0.7242 -0.291 44 158 47700 -0.7242 -0.3214 45 159 48000 -0.7242 -0.3039 46 160 48300 -0.7242 -0.3187 47 161 48600 -0.7242 -0.3135 48 162 48900 -0.7242 -0.3266 49 163 49200 -0.7242 -0.304 50 164 49500 -0.7242 -0.3108 51 165 49800 -0.7242 -0.3101 52 166 50100 -0.7242 -0.3021 53 167 50400 -0.7242 -0.3269 54 168 50700 -0.7242 -0.3149 55 169 51000 -0.7242 -0.3243 56 170 51300 -0.7242 -0.3336 57 171 51600 -0.7242 -0.3194 58 172 51900 -0.7242 -0.3034 59 173 52200 -0.7242 -0.3152 60 174 52500 -0.7242 -0.3036 61 175 52800 -0.7242 -0.3115 62 176 53100 -0.7242 -0.3179 63 177 53400 -0.7242 -0.32 64 178 53700 -0.7242 -0.3089 65 179 54000 -0.7242 -0.3098 66 180 54300 -0.7242 -0.3247 67 Best Mean Stall Generation f-count f(x) f(x) Generations 181 54600 -0.7242 -0.329 68 182 54900 -0.7242 -0.3173 69 183 55200 -0.7242 -0.3379 70 184 55500 -0.7242 -0.3304 71 185 55800 -0.7242 -0.3198 72 186 56100 -0.7242 -0.3104 73 187 56400 -0.7242 -0.3293 74 188 56700 -0.7242 -0.3155 75 189 57000 -0.7242 -0.3329 76 190 57300 -0.7242 -0.3347 77 191 57600 -0.7242 -0.3132 78 192 57900 -0.7242 -0.3252 79 193 58200 -0.7242 -0.3317 80 194 58500 -0.7242 -0.3199 81 195 58800 -0.7242 -0.3262 82 196 59100 -0.7242 -0.3253 83 197 59400 -0.7242 -0.326 84 198 59700 -0.7242 -0.3125 85 199 60000 -0.7242 -0.3095 86 200 60300 -0.7242 -0.3173 87 201 60600 -0.7242 -0.3439 88 202 60900 -0.7242 -0.3227 89 203 61200 -0.7242 -0.337 90 204 61500 -0.7242 -0.3239 91 205 61800 -0.7242 -0.3201 92 206 62100 -0.7242 -0.3376 93 207 62400 -0.7242 -0.3374 94 208 62700 -0.7242 -0.3361 95 209 63000 -0.7242 -0.3324 96 210 63300 -0.7242 -0.3289 97 Best Mean Stall Generation f-count f(x) f(x) Generations 211 63600 -0.7242 -0.3401 98 212 63900 -0.7242 -0.3345 99 213 64200 -0.7242 -0.3376 100 214 64500 -0.7242 -0.3157 101 215 64800 -0.7242 -0.3222 102 216 65100 -0.7242 -0.3196 103 217 65400 -0.7242 -0.3249 104 218 65700 -0.7242 -0.3291 105 219 66000 -0.7242 -0.3205 106 220 66300 -0.7242 -0.335 107 221 66600 -0.7242 -0.3324 108 222 66900 -0.7242 -0.3431 109 223 67200 -0.7242 -0.3105 110 224 67500 -0.7242 -0.3165 111 225 67800 -0.7242 -0.3011 112 226 68100 -0.7242 -0.3195 113 227 68400 -0.7242 -0.3203 114 228 68700 -0.7242 -0.3174 115 229 69000 -0.7242 -0.3085 116 230 69300 -0.7242 -0.3209 117 231 69600 -0.7242 -0.3151 118 232 69900 -0.7242 -0.3165 119 233 70200 -0.7242 -0.3236 120 234 70500 -0.7242 -0.3254 121 235 70800 -0.7242 -0.3245 122 236 71100 -0.7242 -0.3259 123 237 71400 -0.7242 -0.3263 124 238 71700 -0.7242 -0.3073 125 239 72000 -0.7242 -0.3191 126 240 72300 -0.7242 -0.3145 127 Best Mean Stall Generation f-count f(x) f(x) Generations 241 72600 -0.7242 -0.3229 128 242 72900 -0.7242 -0.3316 129 243 73200 -0.7242 -0.3258 130 244 73500 -0.7242 -0.3298 131 245 73800 -0.7242 -0.3526 132 246 74100 -0.7242 -0.3411 133 247 74400 -0.7242 -0.3277 134 248 74700 -0.7242 -0.3351 135 249 75000 -0.7242 -0.334 136 250 75300 -0.7242 -0.3327 137 251 75600 -0.7242 -0.3352 138 252 75900 -0.7242 -0.3343 139 253 76200 -0.7242 -0.3484 140 254 76500 -0.7242 -0.3222 141 255 76800 -0.7242 -0.3303 142 256 77100 -0.7242 -0.3586 143 257 77400 -0.7242 -0.3327 144 258 77700 -0.7242 -0.3367 145 259 78000 -0.7242 -0.3239 146 260 78300 -0.7242 -0.3216 147 261 78600 -0.7242 -0.3313 148 262 78900 -0.7242 -0.3372 149 263 79200 -0.7242 -0.3331 150 264 79500 -0.7242 -0.3429 151 265 79800 -0.7242 -0.3399 152 266 80100 -0.7242 -0.3327 153 267 80400 -0.7242 -0.3275 154 268 80700 -0.7242 -0.3344 155 269 81000 -0.7242 -0.3282 156 270 81300 -0.7242 -0.3408 157 Best Mean Stall Generation f-count f(x) f(x) Generations 271 81600 -0.7242 -0.3637 158 272 81900 -0.7242 -0.337 159 273 82200 -0.7242 -0.3516 160 274 82500 -0.7242 -0.3395 161 275 82800 -0.7242 -0.3307 162 276 83100 -0.7242 -0.3433 163 277 83400 -0.7242 -0.3472 164 278 83700 -0.7242 -0.3479 165 279 84000 -0.7242 -0.3181 166 280 84300 -0.7242 -0.335 167 281 84600 -0.7242 -0.3635 168 282 84900 -0.7242 -0.3539 169 283 85200 -0.7242 -0.315 170 284 85500 -0.7242 -0.3444 171 285 85800 -0.7242 -0.3362 172 286 86100 -0.7242 -0.3412 173 287 86400 -0.7242 -0.3322 174 288 86700 -0.7242 -0.3297 175 289 87000 -0.7242 -0.3384 176 290 87300 -0.7242 -0.3425 177 291 87600 -0.7242 -0.3471 178 292 87900 -0.7242 -0.3286 179 293 88200 -0.7242 -0.3218 180 294 88500 -0.7242 -0.3208 181 295 88800 -0.7242 -0.3264 182 296 89100 -0.7242 -0.3289 183 297 89400 -0.7242 -0.3222 184 298 89700 -0.7242 -0.3313 185 299 90000 -0.7242 -0.3479 186 300 90300 -0.7242 -0.3224 187 Best Mean Stall Generation f-count f(x) f(x) Generations 301 90600 -0.7242 -0.3386 188 302 90900 -0.7242 -0.3321 189 303 91200 -0.7242 -0.3444 190 304 91500 -0.7242 -0.3366 191 305 91800 -0.7242 -0.3239 192 306 92100 -0.7242 -0.33 193 307 92400 -0.7242 -0.3574 194 308 92700 -0.7242 -0.328 195 309 93000 -0.7242 -0.3412 196 310 93300 -0.7242 -0.322 197 311 93600 -0.7242 -0.3418 198 312 93900 -0.7242 -0.3372 199 313 94200 -0.7242 -0.3141 200 314 94500 -0.7242 -0.3251 201 315 94800 -0.7242 -0.328 202 316 95100 -0.7242 -0.3261 203 317 95400 -0.7242 -0.3241 204 318 95700 -0.7242 -0.3409 205 319 96000 -0.7242 -0.3251 206 320 96300 -0.7242 -0.3223 207 321 96600 -0.7242 -0.3294 208 322 96900 -0.7242 -0.3262 209 323 97200 -0.7242 -0.3316 210 324 97500 -0.7242 -0.3327 211 325 97800 -0.7242 -0.3233 212 326 98100 -0.7242 -0.3227 213 327 98400 -0.7242 -0.3361 214 328 98700 -0.7242 -0.3313 215 329 99000 -0.7242 -0.3193 216 330 99300 -0.7242 -0.3232 217 Best Mean Stall Generation f-count f(x) f(x) Generations 331 99600 -0.7242 -0.3178 218 332 99900 -0.7242 -0.3334 219 333 100200 -0.7242 -0.3407 220 334 100500 -0.7242 -0.3255 221 335 100800 -0.7242 -0.3122 222 336 101100 -0.7242 -0.3488 223 337 101400 -0.7242 -0.3243 224 338 101700 -0.7242 -0.3265 225 339 102000 -0.7242 -0.3451 226 340 102300 -0.7242 -0.3543 227 341 102600 -0.7242 -0.3109 228 342 102900 -0.7242 -0.3518 229 343 103200 -0.7242 -0.3419 230 344 103500 -0.7242 -0.3423 231 345 103800 -0.7242 -0.3291 232 346 104100 -0.7242 -0.3439 233 347 104400 -0.7242 -0.3391 234 348 104700 -0.7242 -0.3469 235 349 105000 -0.7242 -0.3372 236 350 105300 -0.7242 -0.3281 237 351 105600 -0.7242 -0.33 238 352 105900 -0.7242 -0.3151 239 353 106200 -0.7242 -0.322 240 354 106500 -0.7242 -0.3358 241 355 106800 -0.7242 -0.3385 242 356 107100 -0.7242 -0.3175 243 357 107400 -0.7242 -0.343 244 358 107700 -0.7242 -0.3342 245 359 108000 -0.7242 -0.3547 246 360 108300 -0.7242 -0.3268 247 Best Mean Stall Generation f-count f(x) f(x) Generations 361 108600 -0.7242 -0.3219 248 362 108900 -0.7242 -0.316 249 363 109200 -0.7242 -0.3373 250 364 109500 -0.7242 -0.3541 251 365 109800 -0.7242 -0.3426 252 366 110100 -0.7242 -0.3512 253 367 110400 -0.7242 -0.3221 254 368 110700 -0.7242 -0.3301 255 369 111000 -0.7242 -0.3279 256 370 111300 -0.7242 -0.3427 257 371 111600 -0.7242 -0.3286 258 372 111900 -0.7242 -0.3222 259 373 112200 -0.7242 -0.3542 260 374 112500 -0.7242 -0.3389 261 375 112800 -0.7242 -0.3492 262 376 113100 -0.7242 -0.3389 263 377 113400 -0.7242 -0.3301 264 378 113700 -0.7242 -0.3333 265 379 114000 -0.7242 -0.3333 266 380 114300 -0.7242 -0.3368 267 381 114600 -0.7242 -0.3422 268 382 114900 -0.7242 -0.322 269 383 115200 -0.7242 -0.3276 270 384 115500 -0.7242 -0.3272 271 385 115800 -0.7242 -0.3287 272 386 116100 -0.7242 -0.336 273 387 116400 -0.7242 -0.3377 274 388 116700 -0.7242 -0.3313 275 389 117000 -0.7242 -0.3192 276 390 117300 -0.7242 -0.3232 277 Best Mean Stall Generation f-count f(x) f(x) Generations 391 117600 -0.7242 -0.3333 278 392 117900 -0.7242 -0.3099 279 393 118200 -0.7242 -0.3392 280 394 118500 -0.7242 -0.3249 281 395 118800 -0.7242 -0.3255 282 396 119100 -0.7242 -0.3448 283 397 119400 -0.7242 -0.3461 284 398 119700 -0.7242 -0.3501 285 399 120000 -0.7242 -0.3417 286 400 120300 -0.7242 -0.3528 287 401 120600 -0.7242 -0.3351 288 402 120900 -0.7242 -0.3312 289 403 121200 -0.7242 -0.3388 290 404 121500 -0.7242 -0.3299 291 405 121800 -0.7242 -0.3285 292 406 122100 -0.7242 -0.3279 293 407 122400 -0.7242 -0.3401 294 408 122700 -0.7242 -0.3296 295 409 123000 -0.7242 -0.3121 296 410 123300 -0.7242 -0.3164 297 411 123600 -0.7242 -0.3357 298 412 123900 -0.7242 -0.3243 299 413 124200 -0.7242 -0.3349 300 414 124500 -0.7242 -0.333 301 415 124800 -0.7242 -0.3254 302 416 125100 -0.7242 -0.3406 303 417 125400 -0.7242 -0.3304 304 418 125700 -0.7242 -0.3311 305 419 126000 -0.7242 -0.3293 306 420 126300 -0.7242 -0.3353 307 Best Mean Stall Generation f-count f(x) f(x) Generations 421 126600 -0.7242 -0.3323 308 422 126900 -0.7242 -0.3315 309 423 127200 -0.7242 -0.3263 310 424 127500 -0.7242 -0.35 311 425 127800 -0.7242 -0.3374 312 426 128100 -0.7242 -0.3251 313 427 128400 -0.7242 -0.3403 314 428 128700 -0.7242 -0.3355 315 429 129000 -0.7242 -0.3266 316 430 129300 -0.7242 -0.3221 317 431 129600 -0.7242 -0.3311 318 432 129900 -0.7242 -0.3556 319 433 130200 -0.7242 -0.3203 320 434 130500 -0.7242 -0.317 321 435 130800 -0.7242 -0.307 322 436 131100 -0.7242 -0.319 323 437 131400 -0.7242 -0.3321 324 438 131700 -0.7242 -0.3226 325 439 132000 -0.7242 -0.3375 326 440 132300 -0.7242 -0.3192 327 441 132600 -0.7242 -0.3142 328 442 132900 -0.7242 -0.3186 329 443 133200 -0.7242 -0.3161 330 444 133500 -0.7242 -0.3188 331 445 133800 -0.7242 -0.3116 332 446 134100 -0.7242 -0.3131 333 447 134400 -0.7242 -0.3343 334 448 134700 -0.7242 -0.3214 335 449 135000 -0.7242 -0.3313 336 450 135300 -0.7242 -0.3091 337 Best Mean Stall Generation f-count f(x) f(x) Generations 451 135600 -0.7242 -0.3243 338 452 135900 -0.7242 -0.3255 339 453 136200 -0.7242 -0.327 340 454 136500 -0.7242 -0.3379 341 455 136800 -0.7242 -0.3248 342 456 137100 -0.7242 -0.3195 343 457 137400 -0.7242 -0.3262 344 458 137700 -0.7242 -0.3357 345 459 138000 -0.7242 -0.3269 346 460 138300 -0.7242 -0.3322 347 461 138600 -0.7242 -0.3271 348 462 138900 -0.7242 -0.3287 349 463 139200 -0.7242 -0.3155 350 464 139500 -0.7242 -0.3391 351 465 139800 -0.7242 -0.3319 352 466 140100 -0.7242 -0.3243 353 467 140400 -0.7242 -0.3277 354 468 140700 -0.7242 -0.3286 355 469 141000 -0.7242 -0.332 356 470 141300 -0.7242 -0.3327 357 471 141600 -0.7242 -0.3338 358 472 141900 -0.7242 -0.3265 359 473 142200 -0.7242 -0.3194 360 474 142500 -0.7242 -0.3307 361 475 142800 -0.7242 -0.3237 362 476 143100 -0.7242 -0.3048 363 477 143400 -0.7242 -0.3389 364 478 143700 -0.7242 -0.3311 365 479 144000 -0.7242 -0.3463 366 480 144300 -0.7242 -0.3247 367 Best Mean Stall Generation f-count f(x) f(x) Generations 481 144600 -0.7242 -0.324 368 482 144900 -0.7242 -0.3135 369 483 145200 -0.7242 -0.3208 370 484 145500 -0.7242 -0.3257 371 485 145800 -0.7242 -0.3119 372 486 146100 -0.7242 -0.3173 373 487 146400 -0.7242 -0.3186 374 488 146700 -0.7242 -0.3386 375 489 147000 -0.7242 -0.3125 376 490 147300 -0.7242 -0.3039 377 491 147600 -0.7242 -0.3053 378 492 147900 -0.7242 -0.3154 379 493 148200 -0.7242 -0.3064 380 494 148500 -0.7242 -0.3168 381 495 148800 -0.7242 -0.3254 382 496 149100 -0.7242 -0.3207 383 497 149400 -0.7242 -0.3427 384 498 149700 -0.7242 -0.3102 385 499 150000 -0.7242 -0.325 386 500 150300 -0.7242 -0.3151 387 501 150600 -0.7242 -0.3014 388 502 150900 -0.7242 -0.3107 389 503 151200 -0.7242 -0.3244 390 504 151500 -0.7242 -0.3082 391 505 151800 -0.7242 -0.3258 392 506 152100 -0.7242 -0.3386 393 507 152400 -0.7242 -0.3332 394 508 152700 -0.7242 -0.3209 395 509 153000 -0.7242 -0.3307 396 510 153300 -0.7242 -0.3143 397 Best Mean Stall Generation f-count f(x) f(x) Generations 511 153600 -0.7242 -0.3248 398 512 153900 -0.7242 -0.3209 399 513 154200 -0.7242 -0.3444 400 514 154500 -0.7242 -0.3238 401 515 154800 -0.7242 -0.3336 402 516 155100 -0.7242 -0.3325 403 517 155400 -0.7242 -0.3198 404 518 155700 -0.7242 -0.3314 405 519 156000 -0.7242 -0.3203 406 520 156300 -0.7242 -0.3402 407 521 156600 -0.7242 -0.3364 408 522 156900 -0.7242 -0.3461 409 523 157200 -0.7242 -0.3308 410 524 157500 -0.7242 -0.3245 411 525 157800 -0.7242 -0.3088 412 526 158100 -0.7242 -0.325 413 527 158400 -0.7242 -0.3253 414 528 158700 -0.7242 -0.3318 415 529 159000 -0.7242 -0.3245 416 530 159300 -0.7242 -0.3398 417 531 159600 -0.7242 -0.3371 418 532 159900 -0.7242 -0.3246 419 533 160200 -0.7242 -0.338 420 534 160500 -0.7242 -0.3288 421 535 160800 -0.7242 -0.3493 422 536 161100 -0.7242 -0.3409 423 537 161400 -0.7242 -0.3181 424 538 161700 -0.7242 -0.3231 425 539 162000 -0.7242 -0.3296 426 540 162300 -0.7242 -0.3205 427 Best Mean Stall Generation f-count f(x) f(x) Generations 541 162600 -0.7242 -0.3194 428 542 162900 -0.7242 -0.3274 429 543 163200 -0.7242 -0.3154 430 544 163500 -0.7242 -0.3229 431 545 163800 -0.7242 -0.3145 432 546 164100 -0.7242 -0.3285 433 547 164400 -0.7242 -0.3241 434 548 164700 -0.7242 -0.2945 435 549 165000 -0.7242 -0.3172 436 550 165300 -0.7242 -0.3329 437 551 165600 -0.7242 -0.3346 438 552 165900 -0.7242 -0.3204 439 553 166200 -0.7242 -0.3192 440 554 166500 -0.7242 -0.3077 441 555 166800 -0.7242 -0.3164 442 556 167100 -0.7242 -0.3216 443 557 167400 -0.7242 -0.3125 444 558 167700 -0.7242 -0.3223 445 559 168000 -0.7242 -0.3097 446 560 168300 -0.7242 -0.3206 447 561 168600 -0.7242 -0.3252 448 562 168900 -0.7242 -0.3232 449 563 169200 -0.7242 -0.3326 450 564 169500 -0.7242 -0.3238 451 565 169800 -0.7242 -0.3218 452 566 170100 -0.7242 -0.3243 453 567 170400 -0.7242 -0.3213 454 568 170700 -0.7242 -0.3253 455 569 171000 -0.7242 -0.3346 456 570 171300 -0.7242 -0.3097 457 Best Mean Stall Generation f-count f(x) f(x) Generations 571 171600 -0.7242 -0.3094 458 572 171900 -0.7242 -0.3253 459 573 172200 -0.7242 -0.3232 460 574 172500 -0.7242 -0.3366 461 575 172800 -0.7242 -0.3109 462 576 173100 -0.7242 -0.3222 463 577 173400 -0.7242 -0.3359 464 578 173700 -0.7242 -0.3184 465 579 174000 -0.7242 -0.3304 466 580 174300 -0.7242 -0.3199 467 581 174600 -0.7242 -0.3139 468 582 174900 -0.7242 -0.3421 469 583 175200 -0.7242 -0.3277 470 584 175500 -0.7242 -0.3284 471 585 175800 -0.7242 -0.3253 472 586 176100 -0.7242 -0.3098 473 587 176400 -0.7242 -0.3158 474 588 176700 -0.7242 -0.3166 475 589 177000 -0.7242 -0.327 476 590 177300 -0.7242 -0.3138 477 591 177600 -0.7242 -0.3178 478 592 177900 -0.7242 -0.3177 479 593 178200 -0.7242 -0.3298 480 594 178500 -0.7242 -0.3276 481 595 178800 -0.7242 -0.3334 482 596 179100 -0.7242 -0.3234 483 597 179400 -0.7242 -0.3226 484 598 179700 -0.7242 -0.3338 485 599 180000 -0.7242 -0.329 486 600 180300 -0.7242 -0.3136 487 Optimization terminated: maximum number of generations exceeded. Columns 1 through 11 21 21 8 13 8 23 9 7 16 17 16 Columns 12 through 22 4 21 14 8 2 17 1 16 11 9 17 Columns 23 through 33 15 14 23 21 6 3 10 12 5 18 20 Columns 34 through 44 4 5 19 14 5 6 9 5 21 22 16 Columns 45 through 50 15 11 16 12 20 13 s0 = Columns 1 through 7 1.0242 0.9977 0.9708 0.9418 0.9824 0.9470 0.8695 Columns 8 through 14 1.0089 0.9728 1.0459 0.9551 1.0581 0.9763 0.9837 Columns 15 through 21 1.0150 1.0050 1.0778 0.8644 0.8726 1.0761 1.0552 Columns 22 through 28 1.0602 0.9377 0.9532 1.0577 1.0295 0.8958 1.0171 Columns 29 through 35 0.9975 1.0022 1.0205 1.0976 0.8840 1.1347 0.9066 Columns 36 through 42 0.8419 0.9588 0.8885 0.8768 0.8910 1.0184 0.9970 Columns 43 through 49 0.9734 0.9472 0.9732 0.8931 0.9373 1.0820 0.9661 Column 50 0.9210 r0 = Columns 1 through 7 1.0000 0.3022 0.2489 -0.0204 0.2867 -0.0095 -0.1083 0.3022 1.0000 0.2705 -0.0333 0.2020 -0.0824 -0.0569 0.2489 0.2705 1.0000 -0.1625 0.2466 -0.1042 -0.0967 -0.0204 -0.0333 -0.1625 1.0000 -0.1368 0.1428 0.0925 0.2867 0.2020 0.2466 -0.1368 1.0000 0.0010 -0.1235 -0.0095 -0.0824 -0.1042 0.1428 0.0010 1.0000 0.0599 -0.1083 -0.0569 -0.0967 0.0925 -0.1235 0.0599 1.0000 0.2960 0.1776 0.2143 -0.1026 0.3081 0.0259 -0.1671 -0.1728 -0.1272 -0.0316 -0.1623 -0.0613 -0.1438 0.0377 -0.2936 -0.2212 -0.0876 -0.1743 -0.1389 -0.1143 0.0477 -0.1350 -0.0468 -0.0514 0.0698 -0.1172 0.1328 0.1161 0.1691 0.1192 0.1742 -0.1367 0.1739 -0.0985 -0.2142 0.2610 0.2505 0.1907 0.0457 0.1817 0.0888 -0.0451 -0.0881 -0.1925 -0.2269 0.1572 -0.0822 0.1708 0.0822 0.1576 0.0694 0.1896 -0.1888 0.2823 0.0668 -0.1005 0.3294 0.2152 0.1493 0.0416 0.2486 0.0508 -0.0813 -0.2563 -0.1640 -0.0716 -0.1583 -0.1477 -0.1871 0.0689 0.0169 0.0238 0.0088 -0.0290 -0.0204 -0.1433 -0.0520 -0.1245 -0.0458 -0.0604 0.0045 -0.1510 -0.1188 0.0201 0.3401 0.3220 0.2180 0.0842 0.2183 0.0893 -0.0211 0.0888 -0.0816 -0.0957 0.0879 0.1077 0.1761 0.0101 -0.2891 -0.2087 -0.0835 -0.1584 -0.1331 -0.0804 0.0863 0.1664 0.1646 0.2437 -0.1838 0.2289 -0.0374 -0.0945 -0.1811 -0.1812 -0.0614 -0.1266 -0.0256 0.0256 0.0539 0.3244 0.3229 0.2907 -0.1154 0.2547 -0.1713 -0.0969 0.2526 0.3004 0.1814 0.1029 0.1076 0.0343 -0.0003 -0.2430 -0.2321 -0.1894 0.0285 -0.1726 0.0610 0.0717 -0.2707 -0.2076 -0.0606 -0.1866 -0.1122 -0.0971 0.0033 0.0758 -0.0372 -0.0445 0.0176 0.0397 -0.0441 -0.1498 -0.1842 -0.0803 -0.1333 0.1552 -0.2091 0.1401 0.1680 -0.1885 -0.0273 -0.0768 0.0373 -0.2539 -0.1724 0.0737 -0.0037 -0.0930 -0.0832 -0.0175 -0.0273 -0.1300 -0.1547 -0.1014 -0.0906 -0.0606 -0.0029 -0.0832 -0.0001 -0.0479 -0.2046 -0.2564 -0.2496 0.0533 -0.1557 0.0026 0.1062 -0.2159 -0.1079 -0.1032 0.0063 -0.2110 -0.0851 0.0636 0.0128 -0.0004 -0.0327 0.0897 -0.0122 0.1155 0.0257 -0.2573 -0.2945 -0.2468 0.0495 -0.1883 0.0727 0.0213 -0.0769 -0.0022 -0.0898 0.1201 -0.1722 -0.0571 0.0652 0.0100 0.0970 0.0584 -0.0188 -0.0382 -0.1330 0.0448 -0.1228 -0.0226 -0.0538 0.0257 -0.1688 -0.1158 0.0310 -0.1823 -0.0912 -0.1741 0.1915 -0.2653 0.0646 0.0889 0.2812 0.2034 0.2297 -0.0890 0.2774 0.0280 -0.1578 0.0386 -0.1013 -0.0796 0.0165 0.0895 0.1030 0.0009 -0.1982 -0.1475 -0.1870 0.1245 -0.2415 0.0105 0.0360 0.2743 0.2455 0.1836 0.0076 0.1670 -0.0568 -0.1294 -0.0226 0.0714 0.0458 0.0262 -0.0366 0.0364 0.1003 -0.1509 -0.0123 -0.0545 0.0741 -0.1894 -0.0046 0.1108 -0.1888 -0.2574 -0.2534 0.0676 -0.1453 0.0252 0.0888 -0.2032 -0.2259 -0.1468 0.0097 -0.1003 0.1548 0.0153 0.0959 0.0205 -0.0461 0.1061 0.0486 0.0793 0.0510 Columns 8 through 14 0.2960 -0.1728 -0.2936 -0.1350 0.1691 0.2610 -0.0881 0.1776 -0.1272 -0.2212 -0.0468 0.1192 0.2505 -0.1925 0.2143 -0.0316 -0.0876 -0.0514 0.1742 0.1907 -0.2269 -0.1026 -0.1623 -0.1743 0.0698 -0.1367 0.0457 0.1572 0.3081 -0.0613 -0.1389 -0.1172 0.1739 0.1817 -0.0822 0.0259 -0.1438 -0.1143 0.1328 -0.0985 0.0888 0.1708 -0.1671 0.0377 0.0477 0.1161 -0.2142 -0.0451 0.0822 1.0000 -0.1371 -0.1979 -0.1414 0.2649 0.2002 -0.0728 -0.1371 1.0000 0.3102 -0.0488 -0.1231 -0.2424 0.0094 -0.1979 0.3102 1.0000 0.0453 -0.1047 -0.2783 -0.0172 -0.1414 -0.0488 0.0453 1.0000 -0.1293 0.0604 -0.0298 0.2649 -0.1231 -0.1047 -0.1293 1.0000 0.1260 -0.2104 0.2002 -0.2424 -0.2783 0.0604 0.1260 1.0000 -0.1180 -0.0728 0.0094 -0.0172 -0.0298 -0.2104 -0.1180 1.0000 0.2665 0.0095 -0.0007 -0.0300 0.1339 0.1130 -0.0489 0.2661 -0.1638 -0.2959 -0.1618 0.0922 0.2002 0.0444 -0.2332 0.3495 0.3805 -0.0177 -0.1627 -0.3014 -0.0111 -0.0042 0.0440 0.0120 -0.1342 0.0788 -0.0674 -0.0430 -0.1473 0.0645 0.0984 0.0081 -0.0030 -0.1024 -0.0655 0.2136 -0.2549 -0.3493 0.0240 0.0611 0.3412 -0.0814 0.1133 -0.0222 -0.1086 -0.1252 -0.1225 -0.0239 0.3017 -0.2166 0.3172 0.3931 0.0833 -0.1780 -0.2617 0.0071 0.2071 -0.0091 -0.0158 -0.0026 0.1699 0.1490 -0.1841 -0.0861 0.2216 0.2709 0.0565 -0.1412 -0.1726 0.0762 0.2147 -0.0159 -0.1557 -0.1869 0.1323 0.1589 -0.1642 0.1104 -0.2468 -0.3009 0.0763 0.0666 0.3069 -0.1469 -0.1713 0.0989 0.1798 0.0901 -0.1237 -0.1705 0.1122 -0.1389 0.2451 0.3587 0.0624 -0.0010 -0.2244 -0.0694 0.1475 -0.0944 -0.1144 -0.2149 0.2437 -0.0263 0.0392 -0.2349 -0.0512 0.0343 0.2855 -0.2187 0.0193 0.0324 -0.2693 0.0819 0.1330 0.0758 -0.0612 -0.1179 -0.1255 0.0793 -0.0092 -0.0171 -0.2557 0.2473 -0.1297 0.0243 -0.0196 -0.0493 0.0384 0.0460 0.1374 -0.0238 -0.0614 -0.1998 0.2357 0.1959 -0.1077 -0.2921 -0.3120 0.3024 -0.2206 0.0961 0.1719 0.0951 -0.0637 -0.1339 -0.0591 0.0092 -0.1138 -0.0942 0.0848 -0.0177 0.0832 0.0373 -0.1353 0.0583 0.1542 0.0327 -0.0363 -0.1993 0.1495 -0.1669 -0.0220 -0.0196 0.0319 -0.0761 -0.0405 -0.0061 -0.0927 0.0798 0.0387 -0.0128 -0.0764 -0.0219 -0.0817 -0.1638 0.0351 0.0766 0.0420 -0.0029 -0.0731 -0.0926 -0.2163 -0.1259 -0.0277 0.1934 -0.0524 0.0009 -0.0107 0.3256 -0.1787 -0.2099 -0.0713 0.2874 0.2445 -0.1384 0.0807 0.0596 -0.0104 -0.1346 -0.1067 -0.0833 0.2484 -0.1796 -0.0549 0.0365 0.0902 0.0061 -0.0843 0.0115 0.2245 -0.2065 -0.2671 -0.1087 0.2577 0.2222 -0.1514 -0.0960 -0.0038 0.0139 0.1739 -0.1357 0.0765 -0.0646 -0.2139 -0.0082 0.0647 0.2078 -0.1118 0.0032 -0.0888 -0.1705 0.1952 0.1611 -0.1098 -0.2554 -0.2887 0.3059 -0.0555 -0.0145 0.1178 0.1561 0.0101 -0.0614 0.0630 0.0240 -0.0154 -0.1155 -0.0869 -0.1595 0.0037 0.1945 Columns 15 through 21 0.1576 0.3294 -0.2563 0.0169 -0.1245 0.3401 0.0888 0.0694 0.2152 -0.1640 0.0238 -0.0458 0.3220 -0.0816 0.1896 0.1493 -0.0716 0.0088 -0.0604 0.2180 -0.0957 -0.1888 0.0416 -0.1583 -0.0290 0.0045 0.0842 0.0879 0.2823 0.2486 -0.1477 -0.0204 -0.1510 0.2183 0.1077 0.0668 0.0508 -0.1871 -0.1433 -0.1188 0.0893 0.1761 -0.1005 -0.0813 0.0689 -0.0520 0.0201 -0.0211 0.0101 0.2665 0.2661 -0.2332 -0.0042 -0.1473 0.2136 0.1133 0.0095 -0.1638 0.3495 0.0440 0.0645 -0.2549 -0.0222 -0.0007 -0.2959 0.3805 0.0120 0.0984 -0.3493 -0.1086 -0.0300 -0.1618 -0.0177 -0.1342 0.0081 0.0240 -0.1252 0.1339 0.0922 -0.1627 0.0788 -0.0030 0.0611 -0.1225 0.1130 0.2002 -0.3014 -0.0674 -0.1024 0.3412 -0.0239 -0.0489 0.0444 -0.0111 -0.0430 -0.0655 -0.0814 0.3017 1.0000 0.1306 -0.0705 -0.0878 -0.1688 0.0999 0.1141 0.1306 1.0000 -0.2544 0.0099 -0.1450 0.2920 0.2136 -0.0705 -0.2544 1.0000 0.0629 0.1256 -0.3264 -0.0986 -0.0878 0.0099 0.0629 1.0000 0.0749 -0.0617 -0.0482 -0.1688 -0.1450 0.1256 0.0749 1.0000 -0.1296 -0.1627 0.0999 0.2920 -0.3264 -0.0617 -0.1296 1.0000 0.0445 0.1141 0.2136 -0.0986 -0.0482 -0.1627 0.0445 1.0000 0.0132 -0.2861 0.3845 -0.0224 0.0742 -0.3136 -0.0800 0.2478 0.0838 -0.0526 -0.0383 -0.0827 0.1368 -0.0664 0.1187 -0.1522 0.2364 -0.0668 -0.0251 -0.2069 0.0615 0.1074 0.2562 -0.0594 0.0874 -0.0473 0.2484 -0.0075 -0.0156 0.1795 -0.2758 -0.0327 -0.0412 0.3675 -0.0981 -0.0680 -0.1947 0.1384 -0.0363 0.0466 -0.2232 0.0098 0.0344 -0.2941 0.3053 0.0038 0.0922 -0.3253 -0.1536 -0.0242 0.1099 -0.1251 0.1188 0.0143 -0.0528 0.0796 -0.1455 -0.1843 0.0001 -0.1190 0.0442 0.0014 -0.1107 -0.2914 -0.2353 0.1861 0.0917 0.2103 -0.1448 -0.2935 -0.0894 0.0307 -0.0096 0.1752 0.0819 -0.1736 0.0259 -0.0430 -0.1210 -0.0280 0.0141 0.0632 -0.1052 -0.1260 -0.1152 -0.0708 0.2647 0.0396 0.0247 -0.2718 0.2494 -0.1777 -0.2370 0.1753 0.0339 0.1451 -0.1832 -0.1993 -0.0024 0.0227 -0.1284 -0.0618 -0.0372 0.0810 0.0264 -0.0849 -0.1864 0.0897 -0.0043 0.0555 -0.2786 0.0431 -0.2359 -0.0765 0.0314 0.0574 0.1140 -0.0269 -0.1093 -0.1003 -0.0246 0.1178 0.0555 0.0714 0.0198 -0.1067 -0.1957 -0.1562 0.1028 0.0690 0.1447 -0.1012 -0.2054 -0.2614 -0.1880 -0.0613 -0.0183 0.1245 -0.0491 -0.1868 0.2377 0.2215 -0.2613 -0.0190 -0.1217 0.2406 0.0172 0.1138 0.1439 0.0039 -0.0221 -0.1225 -0.0342 0.3371 -0.2274 -0.1868 0.0048 0.0308 0.1309 -0.1490 -0.1418 0.0349 0.2142 -0.2524 0.0646 -0.0265 0.2472 -0.0569 -0.0189 -0.0628 0.0191 -0.0808 0.0023 0.0949 -0.1034 -0.1704 -0.1950 0.0604 -0.0363 0.1065 -0.0223 -0.2258 -0.1062 -0.0530 0.2154 0.0359 0.0145 -0.2559 0.2588 0.0507 -0.1787 -0.0068 -0.1000 -0.0107 -0.1616 -0.0104 -0.0049 0.1742 -0.0530 -0.0106 -0.0852 0.0950 0.2541 Columns 22 through 28 -0.2891 0.1664 -0.1811 0.3244 0.2526 -0.2430 -0.2707 -0.2087 0.1646 -0.1812 0.3229 0.3004 -0.2321 -0.2076 -0.0835 0.2437 -0.0614 0.2907 0.1814 -0.1894 -0.0606 -0.1584 -0.1838 -0.1266 -0.1154 0.1029 0.0285 -0.1866 -0.1331 0.2289 -0.0256 0.2547 0.1076 -0.1726 -0.1122 -0.0804 -0.0374 0.0256 -0.1713 0.0343 0.0610 -0.0971 0.0863 -0.0945 0.0539 -0.0969 -0.0003 0.0717 0.0033 -0.2166 0.2071 -0.0861 0.2147 0.1104 -0.1713 -0.1389 0.3172 -0.0091 0.2216 -0.0159 -0.2468 0.0989 0.2451 0.3931 -0.0158 0.2709 -0.1557 -0.3009 0.1798 0.3587 0.0833 -0.0026 0.0565 -0.1869 0.0763 0.0901 0.0624 -0.1780 0.1699 -0.1412 0.1323 0.0666 -0.1237 -0.0010 -0.2617 0.1490 -0.1726 0.1589 0.3069 -0.1705 -0.2244 0.0071 -0.1841 0.0762 -0.1642 -0.1469 0.1122 -0.0694 0.0132 0.2478 0.1187 0.1074 -0.0156 -0.0680 0.0344 -0.2861 0.0838 -0.1522 0.2562 0.1795 -0.1947 -0.2941 0.3845 -0.0526 0.2364 -0.0594 -0.2758 0.1384 0.3053 -0.0224 -0.0383 -0.0668 0.0874 -0.0327 -0.0363 0.0038 0.0742 -0.0827 -0.0251 -0.0473 -0.0412 0.0466 0.0922 -0.3136 0.1368 -0.2069 0.2484 0.3675 -0.2232 -0.3253 -0.0800 -0.0664 0.0615 -0.0075 -0.0981 0.0098 -0.1536 1.0000 -0.0122 0.2971 -0.1534 -0.2793 0.1811 0.3394 -0.0122 1.0000 0.0250 0.1722 0.0908 -0.1145 0.0258 0.2971 0.0250 1.0000 -0.1311 -0.2382 0.1412 0.2336 -0.1534 0.1722 -0.1311 1.0000 0.1931 -0.2472 -0.1716 -0.2793 0.0908 -0.2382 0.1931 1.0000 -0.1902 -0.2682 0.1811 -0.1145 0.1412 -0.2472 -0.1902 1.0000 0.1664 0.3394 0.0258 0.2336 -0.1716 -0.2682 0.1664 1.0000 -0.1862 -0.0511 -0.1367 0.0237 -0.0639 -0.0381 -0.0669 0.0777 -0.1019 0.0301 -0.2293 0.0756 0.1188 0.0275 0.1132 -0.1272 -0.0543 -0.0636 0.0066 0.0605 0.1151 -0.1069 -0.0932 -0.1108 0.0040 -0.1513 -0.0007 0.0188 -0.0036 -0.0179 -0.0286 -0.1392 -0.0433 0.0628 0.0981 0.2155 -0.2242 0.1871 -0.1316 -0.3089 0.1617 0.0867 0.1586 -0.0951 0.0380 -0.1400 -0.0757 0.1089 0.1643 -0.0827 -0.0161 -0.0416 -0.0699 0.0772 0.0076 -0.0731 0.1255 -0.1542 0.1057 -0.2996 -0.2435 0.1968 0.1658 -0.0263 -0.1411 -0.1008 -0.0380 0.0555 0.0196 -0.0391 0.0514 -0.0110 -0.0261 0.1206 0.0590 -0.0469 -0.0046 0.0540 -0.0843 -0.0540 -0.0505 0.0045 0.0388 0.0767 -0.0402 -0.1660 -0.1078 -0.2364 0.0775 0.1016 0.0047 -0.2301 0.2207 -0.1194 0.1914 0.1724 -0.1731 -0.1311 0.0098 -0.0467 0.1079 -0.0028 -0.1553 0.0289 -0.0594 0.0015 -0.1656 -0.0663 -0.2253 -0.0393 0.1172 0.0666 -0.3004 0.1060 -0.2458 0.2294 0.2390 -0.1993 -0.2083 0.0593 0.0340 0.0250 -0.0063 0.1225 -0.0010 -0.0025 0.0812 -0.0618 -0.0156 -0.1223 0.0846 0.0658 0.0652 0.1740 -0.2221 0.1630 -0.1438 -0.2959 0.1566 0.0669 0.1082 -0.0238 0.1245 -0.3019 -0.1415 0.1692 0.1686 -0.0804 -0.0786 -0.0101 0.0700 0.0122 -0.0352 -0.1768 Columns 29 through 35 0.0758 -0.1842 -0.1885 -0.0037 -0.1014 -0.2046 -0.2159 -0.0372 -0.0803 -0.0273 -0.0930 -0.0906 -0.2564 -0.1079 -0.0445 -0.1333 -0.0768 -0.0832 -0.0606 -0.2496 -0.1032 0.0176 0.1552 0.0373 -0.0175 -0.0029 0.0533 0.0063 0.0397 -0.2091 -0.2539 -0.0273 -0.0832 -0.1557 -0.2110 -0.0441 0.1401 -0.1724 -0.1300 -0.0001 0.0026 -0.0851 -0.1498 0.1680 0.0737 -0.1547 -0.0479 0.1062 0.0636 0.1475 -0.2349 -0.2693 0.0793 -0.0196 -0.1998 -0.2206 -0.0944 -0.0512 0.0819 -0.0092 -0.0493 0.2357 0.0961 -0.1144 0.0343 0.1330 -0.0171 0.0384 0.1959 0.1719 -0.2149 0.2855 0.0758 -0.2557 0.0460 -0.1077 0.0951 0.2437 -0.2187 -0.0612 0.2473 0.1374 -0.2921 -0.0637 -0.0263 0.0193 -0.1179 -0.1297 -0.0238 -0.3120 -0.1339 0.0392 0.0324 -0.1255 0.0243 -0.0614 0.3024 -0.0591 -0.0242 -0.1455 -0.2914 -0.0894 -0.0430 -0.1152 -0.1777 0.1099 -0.1843 -0.2353 0.0307 -0.1210 -0.0708 -0.2370 -0.1251 0.0001 0.1861 -0.0096 -0.0280 0.2647 0.1753 0.1188 -0.1190 0.0917 0.1752 0.0141 0.0396 0.0339 0.0143 0.0442 0.2103 0.0819 0.0632 0.0247 0.1451 -0.0528 0.0014 -0.1448 -0.1736 -0.1052 -0.2718 -0.1832 0.0796 -0.1107 -0.2935 0.0259 -0.1260 0.2494 -0.1993 -0.1862 0.0777 0.1132 -0.1069 -0.0036 0.2155 0.1586 -0.0511 -0.1019 -0.1272 -0.0932 -0.0179 -0.2242 -0.0951 -0.1367 0.0301 -0.0543 -0.1108 -0.0286 0.1871 0.0380 0.0237 -0.2293 -0.0636 0.0040 -0.1392 -0.1316 -0.1400 -0.0639 0.0756 0.0066 -0.1513 -0.0433 -0.3089 -0.0757 -0.0381 0.1188 0.0605 -0.0007 0.0628 0.1617 0.1089 -0.0669 0.0275 0.1151 0.0188 0.0981 0.0867 0.1643 1.0000 -0.2209 -0.0587 0.3679 0.0980 0.0016 -0.0603 -0.2209 1.0000 0.1437 -0.2494 0.0340 -0.0278 0.1346 -0.0587 0.1437 1.0000 0.0315 0.0753 0.0028 0.2433 0.3679 -0.2494 0.0315 1.0000 0.1242 0.0711 0.0092 0.0980 0.0340 0.0753 0.1242 1.0000 -0.1007 0.0836 0.0016 -0.0278 0.0028 0.0711 -0.1007 1.0000 0.0372 -0.0603 0.1346 0.2433 0.0092 0.0836 0.0372 1.0000 -0.0179 0.0925 -0.0407 -0.0625 0.0205 -0.0665 -0.0235 0.0968 0.0617 0.0390 0.1478 0.1268 0.1730 0.1016 -0.0032 0.1044 0.2068 0.0337 0.0236 0.0299 0.1177 -0.0918 0.0158 0.1466 -0.0595 -0.0667 0.0210 0.0644 -0.0052 0.0836 0.2435 0.0569 0.0738 -0.0201 0.1627 -0.0193 0.2652 0.2348 -0.0062 0.1416 -0.0831 0.1781 0.1141 -0.1659 -0.2102 0.0401 0.0189 -0.2952 -0.1795 0.0642 -0.1306 -0.2369 0.0435 -0.1107 0.2626 -0.1499 0.0737 0.1475 0.2035 0.1208 0.1546 -0.0041 0.1663 0.1582 -0.1416 -0.0449 0.1195 0.0205 -0.2690 -0.1075 -0.2224 0.1840 0.0722 -0.2559 -0.0459 -0.0806 0.0493 -0.1676 0.2508 0.2305 -0.1547 0.0547 -0.0826 0.1712 0.0367 -0.0345 -0.0193 0.0976 -0.0797 0.4568 0.0222 -0.0038 0.1347 -0.0379 -0.0111 0.1419 -0.0112 0.0629 -0.0000 -0.0444 -0.1301 -0.0353 -0.1451 0.1870 -0.1209 Columns 36 through 42 0.0128 -0.2573 -0.0769 0.0100 -0.1228 -0.1823 0.2812 -0.0004 -0.2945 -0.0022 0.0970 -0.0226 -0.0912 0.2034 -0.0327 -0.2468 -0.0898 0.0584 -0.0538 -0.1741 0.2297 0.0897 0.0495 0.1201 -0.0188 0.0257 0.1915 -0.0890 -0.0122 -0.1883 -0.1722 -0.0382 -0.1688 -0.2653 0.2774 0.1155 0.0727 -0.0571 -0.1330 -0.1158 0.0646 0.0280 0.0257 0.0213 0.0652 0.0448 0.0310 0.0889 -0.1578 0.0092 -0.1353 -0.1669 -0.0927 -0.1638 -0.2163 0.3256 -0.1138 0.0583 -0.0220 0.0798 0.0351 -0.1259 -0.1787 -0.0942 0.1542 -0.0196 0.0387 0.0766 -0.0277 -0.2099 0.0848 0.0327 0.0319 -0.0128 0.0420 0.1934 -0.0713 -0.0177 -0.0363 -0.0761 -0.0764 -0.0029 -0.0524 0.2874 0.0832 -0.1993 -0.0405 -0.0219 -0.0731 0.0009 0.2445 0.0373 0.1495 -0.0061 -0.0817 -0.0926 -0.0107 -0.1384 -0.0024 -0.0849 -0.2359 -0.1003 -0.1957 -0.2614 0.2377 0.0227 -0.1864 -0.0765 -0.0246 -0.1562 -0.1880 0.2215 -0.1284 0.0897 0.0314 0.1178 0.1028 -0.0613 -0.2613 -0.0618 -0.0043 0.0574 0.0555 0.0690 -0.0183 -0.0190 -0.0372 0.0555 0.1140 0.0714 0.1447 0.1245 -0.1217 0.0810 -0.2786 -0.0269 0.0198 -0.1012 -0.0491 0.2406 0.0264 0.0431 -0.1093 -0.1067 -0.2054 -0.1868 0.0172 -0.0827 0.1255 -0.0263 0.0514 0.0540 -0.0402 -0.2301 -0.0161 -0.1542 -0.1411 -0.0110 -0.0843 -0.1660 0.2207 -0.0416 0.1057 -0.1008 -0.0261 -0.0540 -0.1078 -0.1194 -0.0699 -0.2996 -0.0380 0.1206 -0.0505 -0.2364 0.1914 0.0772 -0.2435 0.0555 0.0590 0.0045 0.0775 0.1724 0.0076 0.1968 0.0196 -0.0469 0.0388 0.1016 -0.1731 -0.0731 0.1658 -0.0391 -0.0046 0.0767 0.0047 -0.1311 -0.0179 0.0968 -0.0032 -0.0918 -0.0052 -0.0193 0.1141 0.0925 0.0617 0.1044 0.0158 0.0836 0.2652 -0.1659 -0.0407 0.0390 0.2068 0.1466 0.2435 0.2348 -0.2102 -0.0625 0.1478 0.0337 -0.0595 0.0569 -0.0062 0.0401 0.0205 0.1268 0.0236 -0.0667 0.0738 0.1416 0.0189 -0.0665 0.1730 0.0299 0.0210 -0.0201 -0.0831 -0.2952 -0.0235 0.1016 0.1177 0.0644 0.1627 0.1781 -0.1795 1.0000 0.0128 0.0037 -0.0505 -0.0238 0.0828 0.0306 0.0128 1.0000 0.0182 -0.1077 0.0403 0.1273 -0.1463 0.0037 0.0182 1.0000 0.0840 0.1380 0.1782 -0.1374 -0.0505 -0.1077 0.0840 1.0000 0.0829 -0.0014 -0.0836 -0.0238 0.0403 0.1380 0.0829 1.0000 0.1698 -0.1210 0.0828 0.1273 0.1782 -0.0014 0.1698 1.0000 -0.1349 0.0306 -0.1463 -0.1374 -0.0836 -0.1210 -0.1349 1.0000 -0.0121 0.0547 -0.1087 -0.0776 -0.1686 -0.2036 -0.0135 0.0370 0.1791 0.1418 -0.0224 0.1546 0.2807 -0.1307 0.0177 -0.1658 0.0042 0.0030 -0.0091 -0.0229 0.2474 0.0349 -0.0914 0.0347 0.0688 0.0295 0.0745 -0.0507 0.0365 0.0134 0.1311 0.0759 0.1474 0.2385 -0.1384 -0.0518 0.1853 0.0230 -0.0060 -0.0293 -0.0691 -0.2628 0.0632 0.2185 -0.0557 -0.1492 -0.0115 0.1293 -0.0293 0.0102 -0.0496 -0.0085 0.0079 -0.1036 -0.1094 -0.0372 Columns 43 through 49 0.0386 -0.1982 0.2743 -0.0226 -0.1509 -0.1888 -0.2032 -0.1013 -0.1475 0.2455 0.0714 -0.0123 -0.2574 -0.2259 -0.0796 -0.1870 0.1836 0.0458 -0.0545 -0.2534 -0.1468 0.0165 0.1245 0.0076 0.0262 0.0741 0.0676 0.0097 0.0895 -0.2415 0.1670 -0.0366 -0.1894 -0.1453 -0.1003 0.1030 0.0105 -0.0568 0.0364 -0.0046 0.0252 0.1548 0.0009 0.0360 -0.1294 0.1003 0.1108 0.0888 0.0153 0.0807 -0.1796 0.2245 -0.0960 -0.2139 -0.1705 -0.0555 0.0596 -0.0549 -0.2065 -0.0038 -0.0082 0.1952 -0.0145 -0.0104 0.0365 -0.2671 0.0139 0.0647 0.1611 0.1178 -0.1346 0.0902 -0.1087 0.1739 0.2078 -0.1098 0.1561 -0.1067 0.0061 0.2577 -0.1357 -0.1118 -0.2554 0.0101 -0.0833 -0.0843 0.2222 0.0765 0.0032 -0.2887 -0.0614 0.2484 0.0115 -0.1514 -0.0646 -0.0888 0.3059 0.0630 0.1138 -0.2274 0.0349 -0.0189 -0.1704 -0.1062 0.0507 0.1439 -0.1868 0.2142 -0.0628 -0.1950 -0.0530 -0.1787 0.0039 0.0048 -0.2524 0.0191 0.0604 0.2154 -0.0068 -0.0221 0.0308 0.0646 -0.0808 -0.0363 0.0359 -0.1000 -0.1225 0.1309 -0.0265 0.0023 0.1065 0.0145 -0.0107 -0.0342 -0.1490 0.2472 0.0949 -0.0223 -0.2559 -0.1616 0.3371 -0.1418 -0.0569 -0.1034 -0.2258 0.2588 -0.0104 0.0098 0.0015 -0.3004 0.0593 0.0812 0.1740 0.1082 -0.0467 -0.1656 0.1060 0.0340 -0.0618 -0.2221 -0.0238 0.1079 -0.0663 -0.2458 0.0250 -0.0156 0.1630 0.1245 -0.0028 -0.2253 0.2294 -0.0063 -0.1223 -0.1438 -0.3019 -0.1553 -0.0393 0.2390 0.1225 0.0846 -0.2959 -0.1415 0.0289 0.1172 -0.1993 -0.0010 0.0658 0.1566 0.1692 -0.0594 0.0666 -0.2083 -0.0025 0.0652 0.0669 0.1686 0.0642 0.0737 0.1582 -0.2224 -0.1676 0.0367 -0.0038 -0.1306 0.1475 -0.1416 0.1840 0.2508 -0.0345 0.1347 -0.2369 0.2035 -0.0449 0.0722 0.2305 -0.0193 -0.0379 0.0435 0.1208 0.1195 -0.2559 -0.1547 0.0976 -0.0111 -0.1107 0.1546 0.0205 -0.0459 0.0547 -0.0797 0.1419 0.2626 -0.0041 -0.2690 -0.0806 -0.0826 0.4568 -0.0112 -0.1499 0.1663 -0.1075 0.0493 0.1712 0.0222 0.0629 -0.0121 0.0370 0.0177 0.0349 0.0365 -0.0518 0.0632 0.0547 0.1791 -0.1658 -0.0914 0.0134 0.1853 0.2185 -0.1087 0.1418 0.0042 0.0347 0.1311 0.0230 -0.0557 -0.0776 -0.0224 0.0030 0.0688 0.0759 -0.0060 -0.1492 -0.1686 0.1546 -0.0091 0.0295 0.1474 -0.0293 -0.0115 -0.2036 0.2807 -0.0229 0.0745 0.2385 -0.0691 0.1293 -0.0135 -0.1307 0.2474 -0.0507 -0.1384 -0.2628 -0.0293 1.0000 -0.1375 -0.0895 -0.1043 -0.2092 0.2622 -0.0098 -0.1375 1.0000 -0.0355 -0.0155 0.1495 0.0103 0.1303 -0.0895 -0.0355 1.0000 -0.0519 -0.0681 -0.2417 -0.1373 -0.1043 -0.0155 -0.0519 1.0000 0.1534 -0.0980 -0.0062 -0.2092 0.1495 -0.0681 0.1534 1.0000 -0.0950 0.0541 0.2622 0.0103 -0.2417 -0.0980 -0.0950 1.0000 0.0093 -0.0098 0.1303 -0.1373 -0.0062 0.0541 0.0093 1.0000 0.2019 -0.1092 -0.0193 -0.0210 -0.1083 0.1806 -0.1137 Column 50 0.0959 0.0205 -0.0461 0.1061 0.0486 0.0793 0.0510 0.0240 -0.0154 -0.1155 -0.0869 -0.1595 0.0037 0.1945 -0.0049 0.1742 -0.0530 -0.0106 -0.0852 0.0950 0.2541 -0.0804 -0.0786 -0.0101 0.0700 0.0122 -0.0352 -0.1768 -0.0000 -0.0444 -0.1301 -0.0353 -0.1451 0.1870 -0.1209 0.0102 -0.0496 -0.0085 0.0079 -0.1036 -0.1094 -0.0372 0.2019 -0.1092 -0.0193 -0.0210 -0.1083 0.1806 -0.1137 1.0000 Best Mean Stall Generation f-count f(x) f(x) Generations 1 600 -0.327 -0.2073 0 2 900 -0.3492 -0.236 0 3 1200 -0.3518 -0.2487 0 4 1500 -0.3562 -0.2556 0 5 1800 -0.3578 -0.2514 0 6 2100 -0.3578 -0.248 1 7 2400 -0.3578 -0.2481 2 8 2700 -0.3746 -0.2546 0 9 3000 -0.3746 -0.2613 1 10 3300 -0.3746 -0.2621 2 11 3600 -0.3746 -0.26 3 12 3900 -0.3746 -0.2609 4 13 4200 -0.3746 -0.2665 5 14 4500 -0.3746 -0.2611 6 15 4800 -0.4834 -0.2621 0 16 5100 -0.4834 -0.2645 1 17 5400 -0.4834 -0.2584 2 18 5700 -0.5401 -0.269 0 19 6000 -0.5531 -0.267 0 20 6300 -0.5531 -0.2721 1 21 6600 -0.5633 -0.269 0 22 6900 -0.6086 -0.2884 0 23 7200 -0.6113 -0.2944 0 24 7500 -0.6263 -0.2848 0 25 7800 -0.6263 -0.2821 1 26 8100 -0.6279 -0.3002 0 27 8400 -0.6285 -0.2992 0 28 8700 -0.6411 -0.2977 0 29 9000 -0.6411 -0.2967 1 30 9300 -0.6411 -0.3076 2 Best Mean Stall Generation f-count f(x) f(x) Generations 31 9600 -0.6411 -0.3069 3 32 9900 -0.6411 -0.2956 4 33 10200 -0.6411 -0.299 5 34 10500 -0.6411 -0.3037 6 35 10800 -0.6411 -0.3016 7 36 11100 -0.6411 -0.31 8 37 11400 -0.6411 -0.29 9 38 11700 -0.6411 -0.2998 10 39 12000 -0.6411 -0.3091 11 40 12300 -0.6411 -0.3048 12 41 12600 -0.6411 -0.2944 13 42 12900 -0.6411 -0.2998 14 43 13200 -0.6411 -0.2904 15 44 13500 -0.6411 -0.3086 16 45 13800 -0.6411 -0.306 17 46 14100 -0.6411 -0.302 18 47 14400 -0.6411 -0.2917 19 48 14700 -0.6411 -0.2972 20 49 15000 -0.6411 -0.3175 21 50 15300 -0.6411 -0.2929 22 51 15600 -0.6411 -0.3163 23 52 15900 -0.6411 -0.2935 24 53 16200 -0.6411 -0.3038 25 54 16500 -0.6411 -0.2934 26 55 16800 -0.6411 -0.2919 27 56 17100 -0.6411 -0.3058 28 57 17400 -0.6411 -0.2986 29 58 17700 -0.6411 -0.3193 30 59 18000 -0.6411 -0.3073 31 60 18300 -0.6411 -0.297 32 Best Mean Stall Generation f-count f(x) f(x) Generations 61 18600 -0.6411 -0.2852 33 62 18900 -0.6411 -0.2964 34 63 19200 -0.6411 -0.3062 35 64 19500 -0.6411 -0.3114 36 65 19800 -0.6411 -0.3018 37 66 20100 -0.6411 -0.3036 38 67 20400 -0.6411 -0.2996 39 68 20700 -0.6411 -0.314 40 69 21000 -0.6411 -0.3018 41 70 21300 -0.6411 -0.3065 42 71 21600 -0.6411 -0.3055 43 72 21900 -0.6411 -0.2896 44 73 22200 -0.6411 -0.3007 45 74 22500 -0.6411 -0.2999 46 75 22800 -0.6411 -0.3207 47 76 23100 -0.6411 -0.2966 48 77 23400 -0.6411 -0.2949 49 78 23700 -0.6411 -0.3097 50 79 24000 -0.6411 -0.2976 51 80 24300 -0.6411 -0.2878 52 81 24600 -0.6411 -0.3109 53 82 24900 -0.6411 -0.3025 54 83 25200 -0.6411 -0.3163 55 84 25500 -0.6411 -0.3017 56 85 25800 -0.6411 -0.2968 57 86 26100 -0.6411 -0.2915 58 87 26400 -0.6411 -0.2968 59 88 26700 -0.6411 -0.3011 60 89 27000 -0.6411 -0.3044 61 90 27300 -0.6411 -0.2965 62 Best Mean Stall Generation f-count f(x) f(x) Generations 91 27600 -0.6411 -0.3009 63 92 27900 -0.6411 -0.2986 64 93 28200 -0.6411 -0.2794 65 94 28500 -0.6411 -0.2933 66 95 28800 -0.6411 -0.3184 67 96 29100 -0.6411 -0.2941 68 97 29400 -0.6411 -0.3083 69 98 29700 -0.6411 -0.3043 70 99 30000 -0.6411 -0.3026 71 100 30300 -0.6411 -0.2988 72 101 30600 -0.6411 -0.2911 73 102 30900 -0.6411 -0.2957 74 103 31200 -0.6411 -0.3024 75 104 31500 -0.6411 -0.2924 76 105 31800 -0.6411 -0.303 77 106 32100 -0.6411 -0.295 78 107 32400 -0.6411 -0.3081 79 108 32700 -0.6411 -0.3169 80 109 33000 -0.6411 -0.3018 81 110 33300 -0.6411 -0.2897 82 111 33600 -0.6411 -0.3092 83 112 33900 -0.6411 -0.3052 84 113 34200 -0.6411 -0.3111 85 114 34500 -0.6411 -0.2984 86 115 34800 -0.6411 -0.2978 87 116 35100 -0.6411 -0.3056 88 117 35400 -0.6411 -0.3054 89 118 35700 -0.6411 -0.3077 90 119 36000 -0.6411 -0.297 91 120 36300 -0.6411 -0.2996 92 Best Mean Stall Generation f-count f(x) f(x) Generations 121 36600 -0.6411 -0.2914 93 122 36900 -0.6411 -0.3039 94 123 37200 -0.6411 -0.2975 95 124 37500 -0.6411 -0.2956 96 125 37800 -0.6411 -0.3053 97 126 38100 -0.6411 -0.3014 98 127 38400 -0.6411 -0.3024 99 128 38700 -0.6411 -0.3015 100 129 39000 -0.6411 -0.303 101 130 39300 -0.6411 -0.314 102 131 39600 -0.6411 -0.3017 103 132 39900 -0.6411 -0.3076 104 133 40200 -0.6411 -0.2975 105 134 40500 -0.6411 -0.3004 106 135 40800 -0.6411 -0.2903 107 136 41100 -0.6411 -0.2787 108 137 41400 -0.6411 -0.2985 109 138 41700 -0.6411 -0.3083 110 139 42000 -0.6411 -0.2882 111 140 42300 -0.6411 -0.2978 112 141 42600 -0.6411 -0.2893 113 142 42900 -0.6411 -0.2971 114 143 43200 -0.6411 -0.3009 115 144 43500 -0.6411 -0.2929 116 145 43800 -0.6411 -0.2826 117 146 44100 -0.6411 -0.2977 118 147 44400 -0.6411 -0.3065 119 148 44700 -0.6411 -0.2804 120 149 45000 -0.6411 -0.3054 121 150 45300 -0.6411 -0.3098 122 Best Mean Stall Generation f-count f(x) f(x) Generations 151 45600 -0.6411 -0.2952 123 152 45900 -0.6411 -0.303 124 153 46200 -0.6411 -0.2857 125 154 46500 -0.6411 -0.2919 126 155 46800 -0.6411 -0.2989 127 156 47100 -0.6411 -0.2995 128 157 47400 -0.6411 -0.3001 129 158 47700 -0.6411 -0.2951 130 159 48000 -0.6411 -0.3056 131 160 48300 -0.6411 -0.2958 132 161 48600 -0.6411 -0.291 133 162 48900 -0.6411 -0.3019 134 163 49200 -0.6411 -0.2911 135 164 49500 -0.6411 -0.2896 136 165 49800 -0.6721 -0.2917 0 166 50100 -0.6802 -0.2999 0 167 50400 -0.7024 -0.3046 0 168 50700 -0.7024 -0.3039 1 169 51000 -0.7024 -0.3126 2 170 51300 -0.7024 -0.3157 3 171 51600 -0.7024 -0.3017 4 172 51900 -0.7024 -0.323 5 173 52200 -0.7024 -0.3146 6 174 52500 -0.7024 -0.3237 7 175 52800 -0.7024 -0.3224 8 176 53100 -0.7024 -0.3135 9 177 53400 -0.7024 -0.3249 10 178 53700 -0.7024 -0.3088 11 179 54000 -0.7024 -0.3069 12 180 54300 -0.7024 -0.305 13 Best Mean Stall Generation f-count f(x) f(x) Generations 181 54600 -0.7024 -0.3246 14 182 54900 -0.7024 -0.3169 15 183 55200 -0.7024 -0.3179 16 184 55500 -0.7024 -0.3184 17 185 55800 -0.7024 -0.3116 18 186 56100 -0.7024 -0.326 19 187 56400 -0.7024 -0.3143 20 188 56700 -0.7024 -0.3371 21 189 57000 -0.7024 -0.3159 22 190 57300 -0.7024 -0.3141 23 191 57600 -0.7024 -0.3075 24 192 57900 -0.7024 -0.325 25 193 58200 -0.7024 -0.3243 26 194 58500 -0.7024 -0.3082 27 195 58800 -0.7024 -0.3068 28 196 59100 -0.7024 -0.3212 29 197 59400 -0.7024 -0.3126 30 198 59700 -0.7024 -0.3047 31 199 60000 -0.7024 -0.3092 32 200 60300 -0.7024 -0.3084 33 201 60600 -0.7024 -0.3229 34 202 60900 -0.7024 -0.3128 35 203 61200 -0.7024 -0.3081 36 204 61500 -0.7024 -0.3154 37 205 61800 -0.7024 -0.3193 38 206 62100 -0.7024 -0.301 39 207 62400 -0.7024 -0.3226 40 208 62700 -0.7024 -0.2918 41 209 63000 -0.7024 -0.3107 42 210 63300 -0.7024 -0.319 43 Best Mean Stall Generation f-count f(x) f(x) Generations 211 63600 -0.7024 -0.3086 44 212 63900 -0.7024 -0.3106 45 213 64200 -0.7024 -0.3176 46 214 64500 -0.7024 -0.2972 47 215 64800 -0.7024 -0.3044 48 216 65100 -0.7024 -0.3113 49 217 65400 -0.7024 -0.2957 50 218 65700 -0.7024 -0.3161 51 219 66000 -0.7024 -0.3262 52 220 66300 -0.7024 -0.3194 53 221 66600 -0.7024 -0.3206 54 222 66900 -0.7024 -0.3173 55 223 67200 -0.7024 -0.3166 56 224 67500 -0.7024 -0.3233 57 225 67800 -0.7024 -0.3159 58 226 68100 -0.7024 -0.3089 59 227 68400 -0.7024 -0.3235 60 228 68700 -0.7024 -0.3163 61 229 69000 -0.7024 -0.3314 62 230 69300 -0.7024 -0.3171 63 231 69600 -0.7024 -0.3107 64 232 69900 -0.7024 -0.3249 65 233 70200 -0.7024 -0.3174 66 234 70500 -0.7024 -0.3172 67 235 70800 -0.7024 -0.3214 68 236 71100 -0.7024 -0.3313 69 237 71400 -0.7024 -0.316 70 238 71700 -0.7024 -0.335 71 239 72000 -0.7024 -0.3135 72 240 72300 -0.7024 -0.3046 73 Best Mean Stall Generation f-count f(x) f(x) Generations 241 72600 -0.7024 -0.3326 74 242 72900 -0.7024 -0.3055 75 243 73200 -0.7024 -0.3205 76 244 73500 -0.7024 -0.3051 77 245 73800 -0.7024 -0.3148 78 246 74100 -0.7024 -0.3139 79 247 74400 -0.7024 -0.3307 80 248 74700 -0.7024 -0.3405 81 249 75000 -0.7024 -0.3295 82 250 75300 -0.7024 -0.3338 83 251 75600 -0.7024 -0.3146 84 252 75900 -0.7024 -0.3315 85 253 76200 -0.7024 -0.3123 86 254 76500 -0.7024 -0.3201 87 255 76800 -0.7024 -0.314 88 256 77100 -0.7024 -0.3173 89 257 77400 -0.7024 -0.3182 90 258 77700 -0.7024 -0.3199 91 259 78000 -0.7024 -0.3309 92 260 78300 -0.7024 -0.3025 93 261 78600 -0.7024 -0.3139 94 262 78900 -0.7024 -0.315 95 263 79200 -0.7024 -0.3124 96 264 79500 -0.7024 -0.3321 97 265 79800 -0.7024 -0.3178 98 266 80100 -0.7024 -0.3243 99 267 80400 -0.7024 -0.3253 100 268 80700 -0.7024 -0.3184 101 269 81000 -0.7024 -0.3023 102 270 81300 -0.7024 -0.3316 103 Best Mean Stall Generation f-count f(x) f(x) Generations 271 81600 -0.7024 -0.3261 104 272 81900 -0.7024 -0.3159 105 273 82200 -0.7024 -0.327 106 274 82500 -0.7024 -0.3182 107 275 82800 -0.7024 -0.3162 108 276 83100 -0.7024 -0.3224 109 277 83400 -0.7024 -0.3094 110 278 83700 -0.7024 -0.3144 111 279 84000 -0.7024 -0.3087 112 280 84300 -0.7024 -0.3197 113 281 84600 -0.7024 -0.3194 114 282 84900 -0.7024 -0.3193 115 283 85200 -0.7024 -0.3057 116 284 85500 -0.7024 -0.3145 117 285 85800 -0.7024 -0.3198 118 286 86100 -0.7024 -0.3146 119 287 86400 -0.7024 -0.317 120 288 86700 -0.7024 -0.3158 121 289 87000 -0.7024 -0.32 122 290 87300 -0.7024 -0.3339 123 291 87600 -0.7024 -0.315 124 292 87900 -0.7024 -0.3139 125 293 88200 -0.7024 -0.3276 126 294 88500 -0.7024 -0.3376 127 295 88800 -0.7024 -0.3081 128 296 89100 -0.7024 -0.3271 129 297 89400 -0.7024 -0.3138 130 298 89700 -0.7024 -0.3139 131 299 90000 -0.7024 -0.3174 132 300 90300 -0.7024 -0.3162 133 Best Mean Stall Generation f-count f(x) f(x) Generations 301 90600 -0.7024 -0.3221 134 302 90900 -0.7024 -0.3247 135 303 91200 -0.7024 -0.3264 136 304 91500 -0.7024 -0.3265 137 305 91800 -0.7024 -0.3136 138 306 92100 -0.7024 -0.3301 139 307 92400 -0.7024 -0.3171 140 308 92700 -0.7024 -0.3293 141 309 93000 -0.7024 -0.3475 142 310 93300 -0.7024 -0.3256 143 311 93600 -0.7024 -0.334 144 312 93900 -0.7024 -0.3355 145 313 94200 -0.7024 -0.3261 146 314 94500 -0.7024 -0.3321 147 315 94800 -0.7024 -0.3309 148 316 95100 -0.7024 -0.3164 149 317 95400 -0.7024 -0.3029 150 318 95700 -0.7024 -0.3152 151 319 96000 -0.7024 -0.3194 152 320 96300 -0.7024 -0.335 153 321 96600 -0.7024 -0.3195 154 322 96900 -0.7024 -0.3195 155 323 97200 -0.7024 -0.3252 156 324 97500 -0.7024 -0.3175 157 325 97800 -0.7024 -0.315 158 326 98100 -0.7024 -0.3333 159 327 98400 -0.7024 -0.3256 160 328 98700 -0.7024 -0.3265 161 329 99000 -0.7024 -0.3161 162 330 99300 -0.7024 -0.3278 163 Best Mean Stall Generation f-count f(x) f(x) Generations 331 99600 -0.7024 -0.3336 164 332 99900 -0.7024 -0.3397 165 333 100200 -0.7024 -0.3384 166 334 100500 -0.7024 -0.3185 167 335 100800 -0.7024 -0.3329 168 336 101100 -0.7024 -0.3313 169 337 101400 -0.7024 -0.3202 170 338 101700 -0.7024 -0.3319 171 339 102000 -0.7024 -0.3162 172 340 102300 -0.7024 -0.3145 173 341 102600 -0.7024 -0.3115 174 342 102900 -0.7024 -0.3378 175 343 103200 -0.7024 -0.3399 176 344 103500 -0.7024 -0.327 177 345 103800 -0.7024 -0.3192 178 346 104100 -0.7024 -0.3328 179 347 104400 -0.7024 -0.3297 180 348 104700 -0.7024 -0.3321 181 349 105000 -0.7024 -0.3363 182 350 105300 -0.7024 -0.3221 183 351 105600 -0.7024 -0.3263 184 352 105900 -0.7024 -0.3366 185 353 106200 -0.7024 -0.3193 186 354 106500 -0.7024 -0.3257 187 355 106800 -0.7024 -0.3213 188 356 107100 -0.7024 -0.3143 189 357 107400 -0.7024 -0.3184 190 358 107700 -0.7024 -0.3236 191 359 108000 -0.7024 -0.3238 192 360 108300 -0.7024 -0.3341 193 Best Mean Stall Generation f-count f(x) f(x) Generations 361 108600 -0.7024 -0.3138 194 362 108900 -0.7024 -0.3258 195 363 109200 -0.7024 -0.327 196 364 109500 -0.7024 -0.3225 197 365 109800 -0.7024 -0.3233 198 366 110100 -0.7024 -0.316 199 367 110400 -0.7024 -0.3238 200 368 110700 -0.7024 -0.3225 201 369 111000 -0.7024 -0.3207 202 370 111300 -0.7024 -0.315 203 371 111600 -0.7024 -0.3219 204 372 111900 -0.7024 -0.3497 205 373 112200 -0.7024 -0.3365 206 374 112500 -0.7024 -0.3153 207 375 112800 -0.7024 -0.3307 208 376 113100 -0.7024 -0.3322 209 377 113400 -0.7024 -0.3275 210 378 113700 -0.7024 -0.3096 211 379 114000 -0.7024 -0.3303 212 380 114300 -0.7024 -0.3282 213 381 114600 -0.7024 -0.3136 214 382 114900 -0.7024 -0.3243 215 383 115200 -0.7024 -0.3103 216 384 115500 -0.7024 -0.3311 217 385 115800 -0.7024 -0.3179 218 386 116100 -0.7024 -0.3297 219 387 116400 -0.7024 -0.342 220 388 116700 -0.7024 -0.3339 221 389 117000 -0.7024 -0.3322 222 390 117300 -0.7024 -0.334 223 Best Mean Stall Generation f-count f(x) f(x) Generations 391 117600 -0.7024 -0.3205 224 392 117900 -0.7024 -0.3253 225 393 118200 -0.7024 -0.3027 226 394 118500 -0.7024 -0.3209 227 395 118800 -0.7024 -0.3302 228 396 119100 -0.7024 -0.3308 229 397 119400 -0.7024 -0.326 230 398 119700 -0.7497 -0.3332 0 399 120000 -0.7497 -0.3315 1 400 120300 -0.7576 -0.3259 0 401 120600 -0.7602 -0.3362 0 402 120900 -0.7832 -0.3307 0 403 121200 -0.7856 -0.3473 0 404 121500 -0.7856 -0.3674 1 405 121800 -0.7856 -0.3273 2 406 122100 -0.7856 -0.3416 3 407 122400 -0.7856 -0.324 4 408 122700 -0.7856 -0.312 5 409 123000 -0.7856 -0.3197 6 410 123300 -0.7856 -0.3244 7 411 123600 -0.7856 -0.3406 8 412 123900 -0.7856 -0.3459 9 413 124200 -0.7856 -0.3265 10 414 124500 -0.7856 -0.3456 11 415 124800 -0.7856 -0.3509 12 416 125100 -0.7856 -0.3469 13 417 125400 -0.7856 -0.3362 14 418 125700 -0.7856 -0.3221 15 419 126000 -0.7856 -0.3396 16 420 126300 -0.7856 -0.3368 17 Best Mean Stall Generation f-count f(x) f(x) Generations 421 126600 -0.7856 -0.3489 18 422 126900 -0.7856 -0.3525 19 423 127200 -0.7856 -0.3285 20 424 127500 -0.7856 -0.3483 21 425 127800 -0.7856 -0.3205 22 426 128100 -0.7856 -0.3364 23 427 128400 -0.7856 -0.3579 24 428 128700 -0.7856 -0.3456 25 429 129000 -0.7856 -0.3488 26 430 129300 -0.7856 -0.3549 27 431 129600 -0.7856 -0.3455 28 432 129900 -0.7856 -0.3574 29 433 130200 -0.7856 -0.3338 30 434 130500 -0.7856 -0.3286 31 435 130800 -0.7856 -0.3495 32 436 131100 -0.7856 -0.3345 33 437 131400 -0.7856 -0.3323 34 438 131700 -0.7856 -0.3612 35 439 132000 -0.7856 -0.3303 36 440 132300 -0.7856 -0.3416 37 441 132600 -0.7856 -0.337 38 442 132900 -0.7856 -0.3582 39 443 133200 -0.7856 -0.3312 40 444 133500 -0.7856 -0.352 41 445 133800 -0.7856 -0.3274 42 446 134100 -0.7856 -0.3703 43 447 134400 -0.7856 -0.3393 44 448 134700 -0.7856 -0.3254 45 449 135000 -0.7856 -0.3318 46 450 135300 -0.7856 -0.3159 47 Best Mean Stall Generation f-count f(x) f(x) Generations 451 135600 -0.7856 -0.3228 48 452 135900 -0.7856 -0.3399 49 453 136200 -0.7856 -0.3382 50 454 136500 -0.7856 -0.3575 51 455 136800 -0.7856 -0.3589 52 456 137100 -0.7856 -0.3447 53 457 137400 -0.7856 -0.3547 54 458 137700 -0.7856 -0.3449 55 459 138000 -0.7856 -0.3494 56 460 138300 -0.7856 -0.3464 57 461 138600 -0.7856 -0.359 58 462 138900 -0.7856 -0.3629 59 463 139200 -0.7856 -0.359 60 464 139500 -0.7856 -0.3717 61 465 139800 -0.7856 -0.3568 62 466 140100 -0.7856 -0.3527 63 467 140400 -0.7856 -0.3531 64 468 140700 -0.7856 -0.3437 65 469 141000 -0.7856 -0.3687 66 470 141300 -0.7856 -0.3627 67 471 141600 -0.7856 -0.3502 68 472 141900 -0.7856 -0.3686 69 473 142200 -0.7856 -0.3584 70 474 142500 -0.7856 -0.3767 71 475 142800 -0.7856 -0.3558 72 476 143100 -0.7856 -0.382 73 477 143400 -0.7856 -0.351 74 478 143700 -0.7856 -0.355 75 479 144000 -0.7856 -0.366 76 480 144300 -0.7856 -0.3616 77 Best Mean Stall Generation f-count f(x) f(x) Generations 481 144600 -0.7856 -0.3556 78 482 144900 -0.7856 -0.3627 79 483 145200 -0.7856 -0.3731 80 484 145500 -0.7856 -0.366 81 485 145800 -0.7856 -0.3606 82 486 146100 -0.7856 -0.3575 83 487 146400 -0.7856 -0.3527 84 488 146700 -0.7856 -0.3689 85 489 147000 -0.7856 -0.3753 86 490 147300 -0.7856 -0.3536 87 491 147600 -0.7856 -0.3512 88 492 147900 -0.7856 -0.3466 89 493 148200 -0.7856 -0.3729 90 494 148500 -0.7856 -0.369 91 495 148800 -0.7856 -0.3542 92 496 149100 -0.7856 -0.3499 93 497 149400 -0.7856 -0.3396 94 498 149700 -0.7856 -0.3855 95 499 150000 -0.7856 -0.3743 96 500 150300 -0.7856 -0.3489 97 501 150600 -0.7856 -0.3464 98 502 150900 -0.7856 -0.361 99 503 151200 -0.7856 -0.3529 100 504 151500 -0.7856 -0.379 101 505 151800 -0.7856 -0.3684 102 506 152100 -0.7856 -0.3526 103 507 152400 -0.7856 -0.3584 104 508 152700 -0.7856 -0.3543 105 509 153000 -0.7856 -0.3651 106 510 153300 -0.7856 -0.3513 107 Best Mean Stall Generation f-count f(x) f(x) Generations 511 153600 -0.7856 -0.3557 108 512 153900 -0.7856 -0.3548 109 513 154200 -0.7856 -0.3683 110 514 154500 -0.7856 -0.3677 111 515 154800 -0.7856 -0.371 112 516 155100 -0.7856 -0.3566 113 517 155400 -0.7856 -0.3722 114 518 155700 -0.7856 -0.3598 115 519 156000 -0.7856 -0.366 116 520 156300 -0.7856 -0.3596 117 521 156600 -0.7856 -0.3698 118 522 156900 -0.7856 -0.3303 119 523 157200 -0.7856 -0.3651 120 524 157500 -0.7856 -0.3498 121 525 157800 -0.7856 -0.3598 122 526 158100 -0.7856 -0.3645 123 527 158400 -0.7856 -0.3495 124 528 158700 -0.7856 -0.3616 125 529 159000 -0.7856 -0.3719 126 530 159300 -0.7856 -0.366 127 531 159600 -0.7856 -0.3744 128 532 159900 -0.7856 -0.3818 129 533 160200 -0.7856 -0.3775 130 534 160500 -0.7856 -0.3684 131 535 160800 -0.7856 -0.3643 132 536 161100 -0.7856 -0.3702 133 537 161400 -0.7856 -0.3581 134 538 161700 -0.7856 -0.3657 135 539 162000 -0.7856 -0.3612 136 540 162300 -0.7856 -0.3638 137 Best Mean Stall Generation f-count f(x) f(x) Generations 541 162600 -0.7856 -0.3367 138 542 162900 -0.7856 -0.3842 139 543 163200 -0.7856 -0.3499 140 544 163500 -0.7856 -0.3521 141 545 163800 -0.7856 -0.3493 142 546 164100 -0.7856 -0.3895 143 547 164400 -0.7856 -0.3719 144 548 164700 -0.7856 -0.3501 145 549 165000 -0.7856 -0.3627 146 550 165300 -0.7856 -0.3435 147 551 165600 -0.7856 -0.3591 148 552 165900 -0.7856 -0.3689 149 553 166200 -0.7856 -0.3636 150 554 166500 -0.7856 -0.3632 151 555 166800 -0.7856 -0.361 152 556 167100 -0.7856 -0.3637 153 557 167400 -0.7856 -0.3441 154 558 167700 -0.7856 -0.3679 155 559 168000 -0.7856 -0.3711 156 560 168300 -0.7856 -0.3748 157 561 168600 -0.7856 -0.371 158 562 168900 -0.7856 -0.3643 159 563 169200 -0.7856 -0.3612 160 564 169500 -0.7856 -0.3702 161 565 169800 -0.7856 -0.3636 162 566 170100 -0.7856 -0.353 163 567 170400 -0.7856 -0.3838 164 568 170700 -0.7856 -0.3554 165 569 171000 -0.7856 -0.3607 166 570 171300 -0.7856 -0.3688 167 Best Mean Stall Generation f-count f(x) f(x) Generations 571 171600 -0.7856 -0.3535 168 572 171900 -0.7856 -0.3715 169 573 172200 -0.7856 -0.3592 170 574 172500 -0.7856 -0.3505 171 575 172800 -0.7856 -0.3679 172 576 173100 -0.7856 -0.3652 173 577 173400 -0.7856 -0.3724 174 578 173700 -0.7856 -0.3761 175 579 174000 -0.7856 -0.3706 176 580 174300 -0.7856 -0.3644 177 581 174600 -0.7856 -0.3671 178 582 174900 -0.7856 -0.3641 179 583 175200 -0.7856 -0.3823 180 584 175500 -0.7856 -0.3592 181 585 175800 -0.7856 -0.3515 182 586 176100 -0.7856 -0.3593 183 587 176400 -0.7856 -0.3719 184 588 176700 -0.7856 -0.3823 185 589 177000 -0.7856 -0.3678 186 590 177300 -0.7856 -0.3541 187 591 177600 -0.7856 -0.3695 188 592 177900 -0.7856 -0.3725 189 593 178200 -0.7856 -0.3694 190 594 178500 -0.7856 -0.3788 191 595 178800 -0.7856 -0.3522 192 596 179100 -0.7856 -0.359 193 597 179400 -0.7856 -0.3698 194 598 179700 -0.7856 -0.3701 195 599 180000 -0.7856 -0.3464 196 600 180300 -0.7856 -0.3525 197 Optimization terminated: maximum number of generations exceeded. Columns 1 through 11 16 4 20 14 17 5 2 17 9 16 20 Columns 12 through 22 8 19 21 17 2 14 12 1 4 20 3 Columns 23 through 33 14 13 7 4 7 3 18 1 1 9 15 Columns 34 through 44 19 1 22 22 18 11 13 1 6 15 2 Columns 45 through 50 4 10 1 21 18 18 s0 = Columns 1 through 7 1.0401 0.9871 0.9618 0.9836 0.9680 0.9395 1.0001 Columns 8 through 14 0.9948 0.9728 1.0142 0.9382 1.0595 0.9818 0.9826 Columns 15 through 21 0.9984 0.9939 1.0789 0.8500 0.8776 1.0651 1.0569 Columns 22 through 28 1.0641 0.9338 0.9408 1.0484 1.0273 1.0139 1.0057 Columns 29 through 35 0.9908 1.0020 1.0392 1.0821 0.8710 1.1178 0.9346 Columns 36 through 42 0.8447 0.9758 0.8858 0.8721 0.9524 1.0044 0.9887 Columns 43 through 49 0.9466 0.9312 0.9485 0.8857 0.9256 1.0651 0.9629 Column 50 0.8867 r0 = Columns 1 through 7 1.0000 0.3350 0.2547 0.0624 0.3120 0.0362 -0.1642 0.3350 1.0000 0.2774 0.0153 0.2249 -0.0514 -0.0908 0.2547 0.2774 1.0000 -0.1119 0.2522 -0.0947 -0.1682 0.0624 0.0153 -0.1119 1.0000 -0.0978 0.1935 -0.0819 0.3120 0.2249 0.2522 -0.0978 1.0000 0.0141 -0.1360 0.0362 -0.0514 -0.0947 0.1935 0.0141 1.0000 0.0002 -0.1642 -0.0908 -0.1682 -0.0819 -0.1360 0.0002 1.0000 0.3174 0.2031 0.2436 -0.0352 0.3135 0.0314 -0.2525 -0.2033 -0.1481 -0.0144 -0.1758 -0.0756 -0.1667 0.0075 -0.3134 -0.2478 -0.0787 -0.1923 -0.1404 -0.1185 0.0402 -0.1456 -0.0536 -0.0431 0.0615 -0.1263 0.1263 0.0877 0.1419 0.1016 0.1379 -0.1847 0.1703 -0.1090 -0.0780 0.3061 0.2820 0.2133 0.1224 0.2019 0.1212 -0.1388 -0.0482 -0.1674 -0.2385 0.1726 -0.0689 0.1926 0.0908 0.1742 0.0833 0.1909 -0.1630 0.2943 0.0767 -0.0973 0.3654 0.2469 0.1431 0.0855 0.2629 0.0721 -0.0880 -0.2560 -0.1743 -0.0305 -0.1280 -0.1433 -0.1823 -0.0363 -0.0079 0.0069 -0.0109 -0.0712 -0.0277 -0.1587 0.0207 -0.1760 -0.0764 -0.0537 -0.0425 -0.1770 -0.1572 0.0249 0.3755 0.3542 0.2264 0.1361 0.2327 0.1100 -0.0707 0.1312 -0.0486 -0.1102 0.1194 0.1198 0.1979 0.0211 -0.3328 -0.2414 -0.0809 -0.2031 -0.1527 -0.1098 0.1016 0.1472 0.1527 0.2114 -0.2221 0.2293 -0.0446 0.0157 -0.2030 -0.1997 -0.0792 -0.1669 -0.0334 0.0127 0.1153 0.3204 0.3239 0.2672 -0.1283 0.2625 -0.1693 -0.0240 0.2904 0.3272 0.2000 0.1582 0.1271 0.0609 -0.0758 -0.1246 -0.1597 -0.0775 0.1820 -0.1135 0.1171 -0.2204 -0.2973 -0.2343 -0.0441 -0.2005 -0.1203 -0.1092 -0.0180 0.0826 -0.0342 -0.0687 0.0033 0.0459 -0.0370 -0.0697 -0.2063 -0.0981 -0.1623 0.0888 -0.2191 0.1259 0.2472 -0.2006 -0.0430 -0.0340 0.0477 -0.2549 -0.1770 -0.0340 0.0149 -0.0862 -0.0715 0.0101 -0.0161 -0.1165 -0.1765 -0.1271 -0.1110 -0.0805 -0.0513 -0.0922 -0.0139 0.0300 -0.1832 -0.2483 -0.2438 0.0734 -0.1505 0.0151 0.0678 -0.2754 -0.1519 -0.1425 -0.1084 -0.2301 -0.1224 0.2124 -0.0176 -0.0143 -0.0743 0.0177 -0.0283 0.0897 0.1505 -0.3182 -0.3252 -0.2720 -0.0501 -0.2238 0.0159 0.1352 -0.0659 0.0038 -0.0539 0.1515 -0.1694 -0.0532 -0.0410 -0.0268 0.0719 0.0280 -0.0847 -0.0489 -0.1531 0.1432 -0.2045 -0.0746 -0.0985 -0.1186 -0.1965 -0.1734 0.2097 -0.2034 -0.1062 -0.1723 0.1619 -0.2808 0.0502 0.0836 0.3134 0.2285 0.2430 -0.0330 0.2951 0.0496 -0.1967 0.0348 -0.0966 -0.1031 -0.0013 0.0806 0.0902 0.0543 -0.1943 -0.1516 -0.1683 0.1365 -0.2431 0.0162 -0.0200 0.2587 0.2459 0.1716 -0.0091 0.1599 -0.0721 -0.0824 -0.0488 0.0542 0.0187 -0.0281 -0.0460 0.0220 0.1781 -0.1795 -0.0318 -0.0478 0.0417 -0.2036 -0.0240 0.1000 -0.1716 -0.2499 -0.2472 0.0884 -0.1448 0.0339 0.0473 -0.1758 -0.2143 -0.1158 0.0606 -0.0924 0.1744 -0.0807 0.1099 0.0408 -0.0355 0.1371 0.0431 0.0750 -0.0056 Columns 8 through 14 0.3174 -0.2033 -0.3134 -0.1456 0.1419 0.3061 -0.0482 0.2031 -0.1481 -0.2478 -0.0536 0.1016 0.2820 -0.1674 0.2436 -0.0144 -0.0787 -0.0431 0.1379 0.2133 -0.2385 -0.0352 -0.1758 -0.1923 0.0615 -0.1847 0.1224 0.1726 0.3135 -0.0756 -0.1404 -0.1263 0.1703 0.2019 -0.0689 0.0314 -0.1667 -0.1185 0.1263 -0.1090 0.1212 0.1926 -0.2525 0.0075 0.0402 0.0877 -0.0780 -0.1388 0.0908 1.0000 -0.1227 -0.1697 -0.1393 0.2332 0.2306 -0.0866 -0.1227 1.0000 0.3315 -0.0342 -0.1365 -0.2522 -0.0305 -0.1697 0.3315 1.0000 0.0544 -0.1174 -0.2859 -0.0333 -0.1393 -0.0342 0.0544 1.0000 -0.1363 0.0556 -0.0454 0.2332 -0.1365 -0.1174 -0.1363 1.0000 0.0915 -0.1927 0.2306 -0.2522 -0.2859 0.0556 0.0915 1.0000 -0.1007 -0.0866 -0.0305 -0.0333 -0.0454 -0.1927 -0.1007 1.0000 0.2680 -0.0027 0.0006 -0.0355 0.1356 0.1243 -0.0377 0.2534 -0.1934 -0.2988 -0.1761 0.0944 0.2224 0.0751 -0.1707 0.3807 0.3767 -0.0023 -0.2062 -0.2749 -0.0456 -0.0224 0.0442 0.0081 -0.1379 0.1002 -0.0933 -0.0428 -0.1549 0.1104 0.1303 0.0251 -0.0053 -0.1345 -0.1109 0.2164 -0.2719 -0.3509 0.0170 0.0492 0.3695 -0.0628 0.0876 -0.0649 -0.1129 -0.1424 -0.1048 -0.0047 0.3391 -0.2156 0.3484 0.4079 0.0982 -0.1736 -0.2897 -0.0289 0.1792 -0.0268 -0.0285 -0.0101 0.2035 0.1204 -0.1652 -0.1048 0.2205 0.2727 0.0571 -0.1186 -0.1984 0.0763 0.1970 -0.0362 -0.1705 -0.1982 0.1536 0.1480 -0.1417 0.1381 -0.2572 -0.3149 0.0714 0.0419 0.3425 -0.1321 -0.0262 0.0989 0.1370 0.0892 -0.2124 -0.0395 0.0868 -0.1101 0.2769 0.3635 0.0775 -0.0191 -0.2317 -0.1006 0.1286 -0.1212 -0.1321 -0.2284 0.2666 -0.0328 0.0660 -0.2675 -0.0614 0.0250 0.2832 -0.1804 -0.0170 0.0421 -0.2116 0.1280 0.1385 0.0944 -0.1050 -0.1024 -0.1684 0.1064 -0.0124 -0.0303 -0.2619 0.2316 -0.1081 0.0277 -0.0371 -0.0499 0.0323 0.0467 0.1611 -0.0522 -0.0618 -0.1905 0.2276 0.1927 -0.1129 -0.3005 -0.2953 0.3108 -0.2603 0.1019 0.1659 0.0962 -0.0110 -0.1985 -0.0663 -0.0522 -0.1263 -0.0862 0.0774 0.0345 0.0349 0.0489 -0.1964 0.0829 0.1907 0.0402 0.0092 -0.2624 0.1163 -0.1271 0.0028 -0.0140 0.0410 -0.1124 -0.0147 -0.0310 -0.1223 0.0774 0.0319 -0.0143 -0.0423 -0.0615 -0.0788 -0.2242 0.0563 0.0936 0.0445 0.0623 -0.1593 -0.1119 -0.2205 -0.1079 -0.0210 0.2041 -0.0529 -0.0144 -0.0293 0.3443 -0.1906 -0.2159 -0.0772 0.2692 0.2751 -0.1250 0.0331 0.0489 0.0141 -0.1460 -0.0783 -0.1038 0.2612 -0.1514 -0.0414 0.0308 0.0986 -0.0169 -0.0708 -0.0020 0.1997 -0.2059 -0.2569 -0.1113 0.2745 0.2063 -0.1549 -0.1268 -0.0103 0.0089 0.1737 -0.1042 0.0427 -0.0577 -0.2106 0.0180 0.0730 0.2210 -0.1151 -0.0144 -0.1155 -0.1665 0.1921 0.1667 -0.1131 -0.2652 -0.2746 0.3101 -0.0158 -0.0065 0.1161 0.1636 -0.0265 -0.0275 0.0553 0.0092 -0.0075 -0.0851 -0.0898 -0.1720 0.0143 0.1896 Columns 15 through 21 0.1742 0.3654 -0.2560 -0.0079 -0.1760 0.3755 0.1312 0.0833 0.2469 -0.1743 0.0069 -0.0764 0.3542 -0.0486 0.1909 0.1431 -0.0305 -0.0109 -0.0537 0.2264 -0.1102 -0.1630 0.0855 -0.1280 -0.0712 -0.0425 0.1361 0.1194 0.2943 0.2629 -0.1433 -0.0277 -0.1770 0.2327 0.1198 0.0767 0.0721 -0.1823 -0.1587 -0.1572 0.1100 0.1979 -0.0973 -0.0880 -0.0363 0.0207 0.0249 -0.0707 0.0211 0.2680 0.2534 -0.1707 -0.0224 -0.1549 0.2164 0.0876 -0.0027 -0.1934 0.3807 0.0442 0.1104 -0.2719 -0.0649 0.0006 -0.2988 0.3767 0.0081 0.1303 -0.3509 -0.1129 -0.0355 -0.1761 -0.0023 -0.1379 0.0251 0.0170 -0.1424 0.1356 0.0944 -0.2062 0.1002 -0.0053 0.0492 -0.1048 0.1243 0.2224 -0.2749 -0.0933 -0.1345 0.3695 -0.0047 -0.0377 0.0751 -0.0456 -0.0428 -0.1109 -0.0628 0.3391 1.0000 0.1406 -0.0727 -0.0929 -0.1883 0.1082 0.1250 0.1406 1.0000 -0.2573 0.0044 -0.1916 0.3072 0.2386 -0.0727 -0.2573 1.0000 0.0407 0.1632 -0.3113 -0.1214 -0.0929 0.0044 0.0407 1.0000 0.0858 -0.0748 -0.0480 -0.1883 -0.1916 0.1632 0.0858 1.0000 -0.1654 -0.2169 0.1082 0.3072 -0.3113 -0.0748 -0.1654 1.0000 0.0589 0.1250 0.2386 -0.1214 -0.0480 -0.2169 0.0589 1.0000 -0.0004 -0.3157 0.3919 -0.0122 0.1254 -0.3374 -0.1167 0.2529 0.0905 -0.0976 -0.0199 -0.0889 0.1297 -0.0464 0.1182 -0.1578 0.2105 -0.0530 -0.0135 -0.2207 0.0629 0.1138 0.2698 -0.0927 0.0984 -0.0651 0.2519 0.0156 -0.0052 0.2024 -0.2611 -0.0528 -0.0686 0.3950 -0.0786 -0.0426 -0.1311 0.1901 -0.1013 0.0265 -0.1265 0.0175 0.0289 -0.3107 0.3204 -0.0009 0.1363 -0.3330 -0.1786 -0.0179 0.1281 -0.1645 0.1297 -0.0104 -0.0482 0.1088 -0.1483 -0.1846 -0.0424 -0.0977 0.0478 -0.0135 -0.0980 -0.2963 -0.2513 0.2343 0.0719 0.2551 -0.1416 -0.3272 -0.0851 0.0457 -0.0075 0.1665 0.0752 -0.1579 0.0358 -0.0464 -0.1271 -0.0550 0.0299 0.0761 -0.1192 -0.1247 -0.1130 -0.0577 0.2619 0.0333 0.0129 -0.2613 0.2617 -0.1854 -0.2533 0.1219 0.0702 0.1778 -0.2158 -0.2023 -0.0082 0.0098 -0.1643 -0.0298 -0.0402 0.0513 0.0295 -0.1062 -0.2355 0.0889 0.0333 0.0974 -0.3313 -0.0048 -0.2397 -0.0824 0.0751 0.0389 0.1305 -0.0173 -0.1309 -0.1055 -0.0317 0.0800 0.0788 0.0855 0.0017 -0.1031 -0.2054 -0.1945 0.0651 0.1158 0.1872 -0.1564 -0.2280 -0.2739 -0.2069 -0.0500 -0.0140 0.1490 -0.0635 -0.2074 0.2493 0.2385 -0.2480 -0.0347 -0.1481 0.2615 0.0309 0.1121 0.1334 0.0006 -0.0048 -0.1401 -0.0566 0.3369 -0.2323 -0.1878 0.0210 0.0192 0.1459 -0.1420 -0.1500 0.0290 0.1997 -0.2476 0.0771 -0.0257 0.2325 -0.0707 -0.0220 -0.0673 -0.0147 -0.0621 0.0083 0.0801 -0.0966 -0.1819 -0.2168 0.0752 -0.0325 0.1415 -0.0370 -0.2526 -0.1072 -0.0482 0.2233 0.0301 0.0057 -0.2518 0.2626 0.0549 -0.1709 0.0210 -0.1242 -0.0104 -0.1431 -0.0123 -0.0121 0.1603 -0.0092 -0.0141 -0.0954 0.0867 0.2353 Columns 22 through 28 -0.3328 0.1472 -0.2030 0.3204 0.2904 -0.1246 -0.2973 -0.2414 0.1527 -0.1997 0.3239 0.3272 -0.1597 -0.2343 -0.0809 0.2114 -0.0792 0.2672 0.2000 -0.0775 -0.0441 -0.2031 -0.2221 -0.1669 -0.1283 0.1582 0.1820 -0.2005 -0.1527 0.2293 -0.0334 0.2625 0.1271 -0.1135 -0.1203 -0.1098 -0.0446 0.0127 -0.1693 0.0609 0.1171 -0.1092 0.1016 0.0157 0.1153 -0.0240 -0.0758 -0.2204 -0.0180 -0.2156 0.1792 -0.1048 0.1970 0.1381 -0.0262 -0.1101 0.3484 -0.0268 0.2205 -0.0362 -0.2572 0.0989 0.2769 0.4079 -0.0285 0.2727 -0.1705 -0.3149 0.1370 0.3635 0.0982 -0.0101 0.0571 -0.1982 0.0714 0.0892 0.0775 -0.1736 0.2035 -0.1186 0.1536 0.0419 -0.2124 -0.0191 -0.2897 0.1204 -0.1984 0.1480 0.3425 -0.0395 -0.2317 -0.0289 -0.1652 0.0763 -0.1417 -0.1321 0.0868 -0.1006 -0.0004 0.2529 0.1182 0.1138 -0.0052 -0.0426 0.0289 -0.3157 0.0905 -0.1578 0.2698 0.2024 -0.1311 -0.3107 0.3919 -0.0976 0.2105 -0.0927 -0.2611 0.1901 0.3204 -0.0122 -0.0199 -0.0530 0.0984 -0.0528 -0.1013 -0.0009 0.1254 -0.0889 -0.0135 -0.0651 -0.0686 0.0265 0.1363 -0.3374 0.1297 -0.2207 0.2519 0.3950 -0.1265 -0.3330 -0.1167 -0.0464 0.0629 0.0156 -0.0786 0.0175 -0.1786 1.0000 -0.0151 0.3072 -0.1658 -0.3049 0.1146 0.3638 -0.0151 1.0000 0.0453 0.1950 0.0706 -0.1962 0.0055 0.3072 0.0453 1.0000 -0.1216 -0.2608 0.0502 0.2308 -0.1658 0.1950 -0.1216 1.0000 0.1884 -0.2709 -0.1943 -0.3049 0.0706 -0.2608 0.1884 1.0000 -0.0871 -0.2799 0.1146 -0.1962 0.0502 -0.2709 -0.0871 1.0000 0.1460 0.3638 0.0055 0.2308 -0.1943 -0.2799 0.1460 1.0000 -0.2034 -0.0268 -0.1279 0.0445 -0.0675 -0.0881 -0.0931 0.0849 -0.0685 0.0538 -0.2091 0.0455 -0.0026 0.0142 0.1386 -0.1707 -0.0748 -0.1006 0.0110 0.1260 0.1453 -0.1214 -0.1085 -0.1272 -0.0019 -0.1359 0.0351 0.0102 0.0080 0.0023 -0.0130 -0.1308 -0.0669 -0.0224 0.0938 0.2012 -0.2323 0.1810 -0.1325 -0.2985 0.1646 0.0783 0.1900 -0.0484 0.0764 -0.1171 -0.1298 -0.0776 0.1593 -0.0682 0.0322 -0.0071 -0.0402 0.0421 -0.1110 -0.0773 0.1780 -0.1140 0.1443 -0.2834 -0.2910 0.0568 0.1986 -0.0197 -0.1767 -0.1237 -0.0621 0.0733 0.1043 -0.0198 0.0658 0.0194 -0.0024 0.1373 0.0277 -0.1503 -0.0134 0.1103 -0.0231 0.0012 -0.0238 -0.0669 -0.1578 0.0932 -0.0186 -0.1701 -0.1048 -0.2463 0.0638 0.0771 0.0205 -0.2528 0.2075 -0.1365 0.1893 0.1996 -0.0832 -0.1387 0.0148 -0.0189 0.1308 0.0164 -0.1693 -0.0071 -0.0531 0.0046 -0.1902 -0.0817 -0.2446 -0.0321 0.1428 0.0732 -0.2904 0.1204 -0.2384 0.2379 0.2317 -0.1941 -0.1997 0.0687 0.0627 0.0469 0.0100 0.0964 -0.0931 -0.0114 0.1083 -0.0683 -0.0124 -0.1336 0.0689 0.0424 0.0846 0.1662 -0.2319 0.1583 -0.1482 -0.2872 0.1701 0.0672 0.0987 -0.0578 0.1018 -0.3245 -0.1182 0.2359 0.1748 -0.0754 -0.0887 -0.0133 0.0675 0.0245 0.0385 -0.1552 Columns 29 through 35 0.0826 -0.2063 -0.2006 0.0149 -0.1271 -0.1832 -0.2754 -0.0342 -0.0981 -0.0430 -0.0862 -0.1110 -0.2483 -0.1519 -0.0687 -0.1623 -0.0340 -0.0715 -0.0805 -0.2438 -0.1425 0.0033 0.0888 0.0477 0.0101 -0.0513 0.0734 -0.1084 0.0459 -0.2191 -0.2549 -0.0161 -0.0922 -0.1505 -0.2301 -0.0370 0.1259 -0.1770 -0.1165 -0.0139 0.0151 -0.1224 -0.0697 0.2472 -0.0340 -0.1765 0.0300 0.0678 0.2124 0.1286 -0.2675 -0.2116 0.1064 -0.0371 -0.1905 -0.2603 -0.1212 -0.0614 0.1280 -0.0124 -0.0499 0.2276 0.1019 -0.1321 0.0250 0.1385 -0.0303 0.0323 0.1927 0.1659 -0.2284 0.2832 0.0944 -0.2619 0.0467 -0.1129 0.0962 0.2666 -0.1804 -0.1050 0.2316 0.1611 -0.3005 -0.0110 -0.0328 -0.0170 -0.1024 -0.1081 -0.0522 -0.2953 -0.1985 0.0660 0.0421 -0.1684 0.0277 -0.0618 0.3108 -0.0663 -0.0179 -0.1483 -0.2963 -0.0851 -0.0464 -0.1130 -0.1854 0.1281 -0.1846 -0.2513 0.0457 -0.1271 -0.0577 -0.2533 -0.1645 -0.0424 0.2343 -0.0075 -0.0550 0.2619 0.1219 0.1297 -0.0977 0.0719 0.1665 0.0299 0.0333 0.0702 -0.0104 0.0478 0.2551 0.0752 0.0761 0.0129 0.1778 -0.0482 -0.0135 -0.1416 -0.1579 -0.1192 -0.2613 -0.2158 0.1088 -0.0980 -0.3272 0.0358 -0.1247 0.2617 -0.2023 -0.2034 0.0849 0.1386 -0.1214 0.0080 0.2012 0.1900 -0.0268 -0.0685 -0.1707 -0.1085 0.0023 -0.2323 -0.0484 -0.1279 0.0538 -0.0748 -0.1272 -0.0130 0.1810 0.0764 0.0445 -0.2091 -0.1006 -0.0019 -0.1308 -0.1325 -0.1171 -0.0675 0.0455 0.0110 -0.1359 -0.0669 -0.2985 -0.1298 -0.0881 -0.0026 0.1260 0.0351 -0.0224 0.1646 -0.0776 -0.0931 0.0142 0.1453 0.0102 0.0938 0.0783 0.1593 1.0000 -0.1990 -0.1030 0.3658 0.1093 0.0022 -0.0413 -0.1990 1.0000 0.0991 -0.2692 0.0580 -0.0371 0.1848 -0.1030 0.0991 1.0000 0.0348 0.0522 -0.0014 0.1951 0.3658 -0.2692 0.0348 1.0000 0.1117 0.0758 -0.0239 0.1093 0.0580 0.0522 0.1117 1.0000 -0.1117 0.1221 0.0022 -0.0371 -0.0014 0.0758 -0.1117 1.0000 0.0156 -0.0413 0.1848 0.1951 -0.0239 0.1221 0.0156 1.0000 0.0132 0.1422 -0.0825 -0.0778 0.0568 -0.0751 0.0543 0.1016 0.1098 0.0443 0.1272 0.1690 0.1527 0.1979 -0.0324 0.0656 0.2514 0.0459 0.0011 0.0326 0.0686 -0.0761 0.0509 0.1113 -0.0798 -0.0432 0.0102 0.1202 0.0125 0.1444 0.2021 0.0210 0.1245 -0.0450 0.2783 -0.0289 0.2685 0.2488 -0.0112 0.1492 -0.0903 0.1906 0.1137 -0.1868 -0.2021 0.0559 0.0026 -0.2878 -0.2184 0.0861 -0.1046 -0.2513 0.0466 -0.0924 0.2710 -0.1083 0.0568 0.1265 0.2244 0.1255 0.1433 -0.0045 0.1359 0.1673 -0.1268 -0.0420 0.1237 0.0356 -0.2759 -0.0782 -0.2062 0.2163 0.0387 -0.2750 -0.0248 -0.0895 0.0979 -0.1841 0.2500 0.2516 -0.1640 0.0594 -0.0926 0.1841 0.0349 -0.0432 -0.0136 0.1050 -0.0885 0.4692 0.0042 -0.0249 0.1000 -0.0069 -0.0003 0.1185 -0.0046 0.0077 -0.0066 -0.0549 -0.0962 -0.0188 -0.1526 0.2021 -0.1306 Columns 36 through 42 -0.0176 -0.3182 -0.0659 -0.0268 -0.2045 -0.2034 0.3134 -0.0143 -0.3252 0.0038 0.0719 -0.0746 -0.1062 0.2285 -0.0743 -0.2720 -0.0539 0.0280 -0.0985 -0.1723 0.2430 0.0177 -0.0501 0.1515 -0.0847 -0.1186 0.1619 -0.0330 -0.0283 -0.2238 -0.1694 -0.0489 -0.1965 -0.2808 0.2951 0.0897 0.0159 -0.0532 -0.1531 -0.1734 0.0502 0.0496 0.1505 0.1352 -0.0410 0.1432 0.2097 0.0836 -0.1967 -0.0522 -0.1964 -0.1271 -0.1223 -0.2242 -0.2205 0.3443 -0.1263 0.0829 0.0028 0.0774 0.0563 -0.1079 -0.1906 -0.0862 0.1907 -0.0140 0.0319 0.0936 -0.0210 -0.2159 0.0774 0.0402 0.0410 -0.0143 0.0445 0.2041 -0.0772 0.0345 0.0092 -0.1124 -0.0423 0.0623 -0.0529 0.2692 0.0349 -0.2624 -0.0147 -0.0615 -0.1593 -0.0144 0.2751 0.0489 0.1163 -0.0310 -0.0788 -0.1119 -0.0293 -0.1250 -0.0082 -0.1062 -0.2397 -0.1055 -0.2054 -0.2739 0.2493 0.0098 -0.2355 -0.0824 -0.0317 -0.1945 -0.2069 0.2385 -0.1643 0.0889 0.0751 0.0800 0.0651 -0.0500 -0.2480 -0.0298 0.0333 0.0389 0.0788 0.1158 -0.0140 -0.0347 -0.0402 0.0974 0.1305 0.0855 0.1872 0.1490 -0.1481 0.0513 -0.3313 -0.0173 0.0017 -0.1564 -0.0635 0.2615 0.0295 -0.0048 -0.1309 -0.1031 -0.2280 -0.2074 0.0309 -0.0682 0.1780 -0.0197 0.0658 0.1103 -0.0186 -0.2528 0.0322 -0.1140 -0.1767 0.0194 -0.0231 -0.1701 0.2075 -0.0071 0.1443 -0.1237 -0.0024 0.0012 -0.1048 -0.1365 -0.0402 -0.2834 -0.0621 0.1373 -0.0238 -0.2463 0.1893 0.0421 -0.2910 0.0733 0.0277 -0.0669 0.0638 0.1996 -0.1110 0.0568 0.1043 -0.1503 -0.1578 0.0771 -0.0832 -0.0773 0.1986 -0.0198 -0.0134 0.0932 0.0205 -0.1387 0.0132 0.1016 -0.0324 -0.0761 0.0125 -0.0289 0.1137 0.1422 0.1098 0.0656 0.0509 0.1444 0.2685 -0.1868 -0.0825 0.0443 0.2514 0.1113 0.2021 0.2488 -0.2021 -0.0778 0.1272 0.0459 -0.0798 0.0210 -0.0112 0.0559 0.0568 0.1690 0.0011 -0.0432 0.1245 0.1492 0.0026 -0.0751 0.1527 0.0326 0.0102 -0.0450 -0.0903 -0.2878 0.0543 0.1979 0.0686 0.1202 0.2783 0.1906 -0.2184 1.0000 0.0566 -0.0423 0.0010 0.0579 0.0845 0.0013 0.0566 1.0000 -0.0082 -0.0474 0.1501 0.1486 -0.1925 -0.0423 -0.0082 1.0000 0.0520 0.0818 0.1835 -0.1232 0.0010 -0.0474 0.0520 1.0000 0.1551 0.0049 -0.1078 0.0579 0.1501 0.0818 0.1551 1.0000 0.1834 -0.1728 0.0845 0.1486 0.1835 0.0049 0.1834 1.0000 -0.1480 0.0013 -0.1925 -0.1232 -0.1078 -0.1728 -0.1480 1.0000 0.0027 0.0504 -0.1325 -0.0504 -0.1362 -0.2118 -0.0281 0.0170 0.1734 0.1633 -0.0430 0.1235 0.2899 -0.1244 0.0249 -0.1588 -0.0013 0.0199 0.0148 -0.0188 0.2391 0.0787 -0.0451 0.0038 0.1007 0.0895 0.0786 -0.0710 0.0377 0.0443 0.1406 0.0819 0.1694 0.2551 -0.1525 -0.0660 0.1626 0.0296 -0.0162 -0.0539 -0.0733 -0.2584 0.0220 0.1799 -0.0252 -0.1852 -0.0722 0.1293 -0.0095 -0.0264 -0.0937 0.0103 0.0031 -0.1344 -0.1137 -0.0366 Columns 43 through 49 0.0348 -0.1943 0.2587 -0.0488 -0.1795 -0.1716 -0.1758 -0.0966 -0.1516 0.2459 0.0542 -0.0318 -0.2499 -0.2143 -0.1031 -0.1683 0.1716 0.0187 -0.0478 -0.2472 -0.1158 -0.0013 0.1365 -0.0091 -0.0281 0.0417 0.0884 0.0606 0.0806 -0.2431 0.1599 -0.0460 -0.2036 -0.1448 -0.0924 0.0902 0.0162 -0.0721 0.0220 -0.0240 0.0339 0.1744 0.0543 -0.0200 -0.0824 0.1781 0.1000 0.0473 -0.0807 0.0331 -0.1514 0.1997 -0.1268 -0.2106 -0.1665 -0.0158 0.0489 -0.0414 -0.2059 -0.0103 0.0180 0.1921 -0.0065 0.0141 0.0308 -0.2569 0.0089 0.0730 0.1667 0.1161 -0.1460 0.0986 -0.1113 0.1737 0.2210 -0.1131 0.1636 -0.0783 -0.0169 0.2745 -0.1042 -0.1151 -0.2652 -0.0265 -0.1038 -0.0708 0.2063 0.0427 -0.0144 -0.2746 -0.0275 0.2612 -0.0020 -0.1549 -0.0577 -0.1155 0.3101 0.0553 0.1121 -0.2323 0.0290 -0.0220 -0.1819 -0.1072 0.0549 0.1334 -0.1878 0.1997 -0.0673 -0.2168 -0.0482 -0.1709 0.0006 0.0210 -0.2476 -0.0147 0.0752 0.2233 0.0210 -0.0048 0.0192 0.0771 -0.0621 -0.0325 0.0301 -0.1242 -0.1401 0.1459 -0.0257 0.0083 0.1415 0.0057 -0.0104 -0.0566 -0.1420 0.2325 0.0801 -0.0370 -0.2518 -0.1431 0.3369 -0.1500 -0.0707 -0.0966 -0.2526 0.2626 -0.0123 0.0148 0.0046 -0.2904 0.0687 0.1083 0.1662 0.0987 -0.0189 -0.1902 0.1204 0.0627 -0.0683 -0.2319 -0.0578 0.1308 -0.0817 -0.2384 0.0469 -0.0124 0.1583 0.1018 0.0164 -0.2446 0.2379 0.0100 -0.1336 -0.1482 -0.3245 -0.1693 -0.0321 0.2317 0.0964 0.0689 -0.2872 -0.1182 -0.0071 0.1428 -0.1941 -0.0931 0.0424 0.1701 0.2359 -0.0531 0.0732 -0.1997 -0.0114 0.0846 0.0672 0.1748 0.0861 0.0568 0.1673 -0.2062 -0.1841 0.0349 -0.0249 -0.1046 0.1265 -0.1268 0.2163 0.2500 -0.0432 0.1000 -0.2513 0.2244 -0.0420 0.0387 0.2516 -0.0136 -0.0069 0.0466 0.1255 0.1237 -0.2750 -0.1640 0.1050 -0.0003 -0.0924 0.1433 0.0356 -0.0248 0.0594 -0.0885 0.1185 0.2710 -0.0045 -0.2759 -0.0895 -0.0926 0.4692 -0.0046 -0.1083 0.1359 -0.0782 0.0979 0.1841 0.0042 0.0077 0.0027 0.0170 0.0249 0.0787 0.0377 -0.0660 0.0220 0.0504 0.1734 -0.1588 -0.0451 0.0443 0.1626 0.1799 -0.1325 0.1633 -0.0013 0.0038 0.1406 0.0296 -0.0252 -0.0504 -0.0430 0.0199 0.1007 0.0819 -0.0162 -0.1852 -0.1362 0.1235 0.0148 0.0895 0.1694 -0.0539 -0.0722 -0.2118 0.2899 -0.0188 0.0786 0.2551 -0.0733 0.1293 -0.0281 -0.1244 0.2391 -0.0710 -0.1525 -0.2584 -0.0095 1.0000 -0.1440 -0.1044 -0.0839 -0.2151 0.2622 -0.0238 -0.1440 1.0000 -0.0326 -0.0335 0.1561 0.0155 0.1475 -0.1044 -0.0326 1.0000 -0.0406 -0.0617 -0.2532 -0.1458 -0.0839 -0.0335 -0.0406 1.0000 0.1565 -0.1073 -0.0364 -0.2151 0.1561 -0.0617 0.1565 1.0000 -0.1008 0.0523 0.2622 0.0155 -0.2532 -0.1073 -0.1008 1.0000 0.0200 -0.0238 0.1475 -0.1458 -0.0364 0.0523 0.0200 1.0000 0.1690 -0.0921 -0.0454 -0.0310 -0.1058 0.1884 -0.0959 Column 50 0.1099 0.0408 -0.0355 0.1371 0.0431 0.0750 -0.0056 0.0092 -0.0075 -0.0851 -0.0898 -0.1720 0.0143 0.1896 -0.0121 0.1603 -0.0092 -0.0141 -0.0954 0.0867 0.2353 -0.0754 -0.0887 -0.0133 0.0675 0.0245 0.0385 -0.1552 -0.0066 -0.0549 -0.0962 -0.0188 -0.1526 0.2021 -0.1306 -0.0264 -0.0937 0.0103 0.0031 -0.1344 -0.1137 -0.0366 0.1690 -0.0921 -0.0454 -0.0310 -0.1058 0.1884 -0.0959 1.0000 Best Mean Stall Generation f-count f(x) f(x) Generations 1 600 -0.3478 -0.2511 0 2 900 -0.3478 -0.2798 1 3 1200 -0.3648 -0.2837 0 4 1500 -0.3648 -0.2828 1 5 1800 -0.365 -0.2882 0 6 2100 -0.3662 -0.2883 0 7 2400 -0.37 -0.2912 0 8 2700 -0.37 -0.2951 1 9 3000 -0.37 -0.3023 2 10 3300 -0.37 -0.2956 3 11 3600 -0.37 -0.2961 4 12 3900 -0.37 -0.2971 5 13 4200 -0.37 -0.3021 6 14 4500 -0.37 -0.2973 7 15 4800 -0.37 -0.2972 8 16 5100 -0.37 -0.2983 9 17 5400 -0.37 -0.2909 10 18 5700 -0.37 -0.2999 11 19 6000 -0.4011 -0.3012 0 20 6300 -0.4649 -0.3 0 21 6600 -0.4999 -0.2987 0 22 6900 -0.5099 -0.3056 0 23 7200 -0.5099 -0.2994 1 24 7500 -0.52 -0.2997 0 25 7800 -0.5304 -0.299 0 26 8100 -0.5373 -0.3098 0 27 8400 -0.5373 -0.3152 1 28 8700 -0.5376 -0.3159 0 29 9000 -0.5376 -0.3044 1 30 9300 -0.5376 -0.3126 2 Best Mean Stall Generation f-count f(x) f(x) Generations 31 9600 -0.5376 -0.3036 3 32 9900 -0.5376 -0.3162 4 33 10200 -0.5376 -0.3062 5 34 10500 -0.5376 -0.3162 6 35 10800 -0.5376 -0.3162 7 36 11100 -0.5376 -0.3125 8 37 11400 -0.5376 -0.3131 9 38 11700 -0.5376 -0.3192 10 39 12000 -0.5376 -0.3221 11 40 12300 -0.5376 -0.3235 12 41 12600 -0.5376 -0.3221 13 42 12900 -0.5376 -0.316 14 43 13200 -0.5376 -0.3281 15 44 13500 -0.5376 -0.3116 16 45 13800 -0.5376 -0.3257 17 46 14100 -0.5525 -0.3252 0 47 14400 -0.566 -0.3239 0 48 14700 -0.566 -0.3404 1 49 15000 -0.6203 -0.3435 0 50 15300 -0.6203 -0.3401 1 51 15600 -0.6203 -0.3347 2 52 15900 -0.6203 -0.3308 3 53 16200 -0.6203 -0.3362 4 54 16500 -0.6203 -0.3435 5 55 16800 -0.6203 -0.3516 6 56 17100 -0.6269 -0.3365 0 57 17400 -0.6421 -0.3385 0 58 17700 -0.6421 -0.3342 1 59 18000 -0.6421 -0.3392 2 60 18300 -0.6421 -0.3304 3 Best Mean Stall Generation f-count f(x) f(x) Generations 61 18600 -0.6421 -0.3443 4 62 18900 -0.6421 -0.3412 5 63 19200 -0.6421 -0.3593 6 64 19500 -0.6421 -0.3444 7 65 19800 -0.6421 -0.3479 8 66 20100 -0.6421 -0.3465 9 67 20400 -0.6421 -0.3495 10 68 20700 -0.7741 -0.3632 0 69 21000 -0.7741 -0.3528 1 70 21300 -0.7833 -0.3718 0 71 21600 -0.7833 -0.3536 1 72 21900 -0.7833 -0.3784 2 73 22200 -0.7833 -0.3569 3 74 22500 -0.7833 -0.3551 4 75 22800 -0.7833 -0.3897 5 76 23100 -0.7833 -0.3702 6 77 23400 -0.7833 -0.3729 7 78 23700 -0.7833 -0.3731 8 79 24000 -0.7833 -0.3772 9 80 24300 -0.7833 -0.3891 10 81 24600 -0.7833 -0.3742 11 82 24900 -0.7833 -0.3716 12 83 25200 -0.7833 -0.3733 13 84 25500 -0.7833 -0.3738 14 85 25800 -0.7833 -0.3711 15 86 26100 -0.7833 -0.3732 16 87 26400 -0.7833 -0.3771 17 88 26700 -0.7833 -0.3701 18 89 27000 -0.7833 -0.3692 19 90 27300 -0.7833 -0.3834 20 Best Mean Stall Generation f-count f(x) f(x) Generations 91 27600 -0.7833 -0.3852 21 92 27900 -0.7833 -0.3794 22 93 28200 -0.7833 -0.3587 23 94 28500 -0.7833 -0.3767 24 95 28800 -0.7833 -0.3797 25 96 29100 -0.7833 -0.3694 26 97 29400 -0.7833 -0.3744 27 98 29700 -0.7833 -0.3742 28 99 30000 -0.7833 -0.3715 29 100 30300 -0.7833 -0.3689 30 101 30600 -0.7833 -0.3626 31 102 30900 -0.7833 -0.3701 32 103 31200 -0.7833 -0.3703 33 104 31500 -0.7833 -0.3838 34 105 31800 -0.7833 -0.3733 35 106 32100 -0.7833 -0.3866 36 107 32400 -0.7833 -0.3717 37 108 32700 -0.7833 -0.3758 38 109 33000 -0.7833 -0.3627 39 110 33300 -0.7833 -0.3656 40 111 33600 -0.7833 -0.3554 41 112 33900 -0.7833 -0.3567 42 113 34200 -0.7833 -0.3799 43 114 34500 -0.7833 -0.3763 44 115 34800 -0.7833 -0.3728 45 116 35100 -0.7833 -0.3845 46 117 35400 -0.7833 -0.3715 47 118 35700 -0.7833 -0.3741 48 119 36000 -0.7833 -0.3556 49 120 36300 -0.7833 -0.3789 50 Best Mean Stall Generation f-count f(x) f(x) Generations 121 36600 -0.7833 -0.364 51 122 36900 -0.7833 -0.3659 52 123 37200 -0.7833 -0.3706 53 124 37500 -0.7833 -0.3667 54 125 37800 -0.7833 -0.3589 55 126 38100 -0.7833 -0.3774 56 127 38400 -0.7833 -0.3721 57 128 38700 -0.7833 -0.371 58 129 39000 -0.7833 -0.3587 59 130 39300 -0.7833 -0.3731 60 131 39600 -0.7833 -0.3622 61 132 39900 -0.7833 -0.3752 62 133 40200 -0.7833 -0.3711 63 134 40500 -0.7833 -0.3792 64 135 40800 -0.7833 -0.3776 65 136 41100 -0.7833 -0.3855 66 137 41400 -0.7833 -0.3777 67 138 41700 -0.7833 -0.3829 68 139 42000 -0.7833 -0.3613 69 140 42300 -0.7833 -0.3755 70 141 42600 -0.7833 -0.3782 71 142 42900 -0.7833 -0.386 72 143 43200 -0.7833 -0.3698 73 144 43500 -0.7833 -0.391 74 145 43800 -0.7833 -0.3868 75 146 44100 -0.7833 -0.3676 76 147 44400 -0.7833 -0.3864 77 148 44700 -0.7833 -0.3885 78 149 45000 -0.7833 -0.3562 79 150 45300 -0.7833 -0.3836 80 Best Mean Stall Generation f-count f(x) f(x) Generations 151 45600 -0.7833 -0.368 81 152 45900 -0.7833 -0.3761 82 153 46200 -0.7833 -0.3785 83 154 46500 -0.7833 -0.3647 84 155 46800 -0.7833 -0.3783 85 156 47100 -0.7833 -0.3596 86 157 47400 -0.7833 -0.3665 87 158 47700 -0.7833 -0.3618 88 159 48000 -0.7833 -0.376 89 160 48300 -0.7833 -0.3742 90 161 48600 -0.7833 -0.3801 91 162 48900 -0.7833 -0.3821 92 163 49200 -0.7833 -0.3871 93 164 49500 -0.7833 -0.3731 94 165 49800 -0.7833 -0.369 95 166 50100 -0.7833 -0.3898 96 167 50400 -0.7833 -0.3649 97 168 50700 -0.7833 -0.389 98 169 51000 -0.7833 -0.3718 99 170 51300 -0.7833 -0.3918 100 171 51600 -0.7833 -0.3795 101 172 51900 -0.7833 -0.3653 102 173 52200 -0.7833 -0.3919 103 174 52500 -0.7833 -0.3792 104 175 52800 -0.7833 -0.3895 105 176 53100 -0.7833 -0.3891 106 177 53400 -0.7833 -0.3759 107 178 53700 -0.7833 -0.3831 108 179 54000 -0.7833 -0.3608 109 180 54300 -0.7833 -0.3672 110 Best Mean Stall Generation f-count f(x) f(x) Generations 181 54600 -0.7833 -0.378 111 182 54900 -0.7833 -0.3746 112 183 55200 -0.7833 -0.3861 113 184 55500 -0.7833 -0.3767 114 185 55800 -0.7833 -0.3722 115 186 56100 -0.7833 -0.3826 116 187 56400 -0.7833 -0.3781 117 188 56700 -0.7833 -0.3837 118 189 57000 -0.7833 -0.3672 119 190 57300 -0.7833 -0.3794 120 191 57600 -0.7833 -0.3882 121 192 57900 -0.7833 -0.3912 122 193 58200 -0.7833 -0.3663 123 194 58500 -0.7833 -0.3715 124 195 58800 -0.7833 -0.3977 125 196 59100 -0.7833 -0.3813 126 197 59400 -0.7833 -0.383 127 198 59700 -0.7833 -0.3832 128 199 60000 -0.7833 -0.3869 129 200 60300 -0.7833 -0.3843 130 201 60600 -0.7833 -0.3776 131 202 60900 -0.7833 -0.3819 132 203 61200 -0.7833 -0.3848 133 204 61500 -0.7833 -0.3638 134 205 61800 -0.7833 -0.3626 135 206 62100 -0.7833 -0.3816 136 207 62400 -0.7833 -0.3876 137 208 62700 -0.7833 -0.3814 138 209 63000 -0.7833 -0.3883 139 210 63300 -0.7833 -0.3843 140 Best Mean Stall Generation f-count f(x) f(x) Generations 211 63600 -0.7833 -0.3763 141 212 63900 -0.7833 -0.3828 142 213 64200 -0.7833 -0.382 143 214 64500 -0.7833 -0.3689 144 215 64800 -0.7833 -0.3793 145 216 65100 -0.7833 -0.3707 146 217 65400 -0.7833 -0.3756 147 218 65700 -0.7833 -0.3771 148 219 66000 -0.7833 -0.3723 149 220 66300 -0.7833 -0.374 150 221 66600 -0.7833 -0.3816 151 222 66900 -0.7833 -0.3818 152 223 67200 -0.7833 -0.3892 153 224 67500 -0.7833 -0.3644 154 225 67800 -0.7833 -0.3685 155 226 68100 -0.7833 -0.3778 156 227 68400 -0.7833 -0.3769 157 228 68700 -0.7833 -0.3809 158 229 69000 -0.7833 -0.3684 159 230 69300 -0.7833 -0.3662 160 231 69600 -0.8104 -0.374 0 232 69900 -0.8693 -0.3838 0 233 70200 -0.9508 -0.3913 0 234 70500 -0.9508 -0.3837 1 235 70800 -0.993 -0.3903 0 236 71100 -0.993 -0.3817 1 237 71400 -0.993 -0.402 2 238 71700 -0.993 -0.3786 3 239 72000 -0.993 -0.3881 4 240 72300 -0.993 -0.3811 5 Best Mean Stall Generation f-count f(x) f(x) Generations 241 72600 -0.993 -0.4175 6 242 72900 -0.993 -0.4004 7 243 73200 -0.993 -0.4145 8 244 73500 -0.993 -0.4016 9 245 73800 -0.993 -0.3711 10 246 74100 -0.993 -0.3826 11 247 74400 -0.993 -0.3797 12 248 74700 -0.993 -0.418 13 249 75000 -0.993 -0.3907 14 250 75300 -0.993 -0.4153 15 251 75600 -0.993 -0.3841 16 252 75900 -0.993 -0.4143 17 253 76200 -0.993 -0.42 18 254 76500 -0.993 -0.3976 19 255 76800 -0.993 -0.4007 20 256 77100 -0.993 -0.3948 21 257 77400 -0.993 -0.4099 22 258 77700 -0.993 -0.4222 23 259 78000 -0.993 -0.3786 24 260 78300 -0.993 -0.4096 25 261 78600 -0.993 -0.4039 26 262 78900 -0.993 -0.4145 27 263 79200 -0.993 -0.388 28 264 79500 -0.993 -0.3933 29 265 79800 -0.993 -0.3976 30 266 80100 -0.993 -0.3722 31 267 80400 -0.993 -0.3703 32 268 80700 -0.993 -0.381 33 269 81000 -0.993 -0.4052 34 270 81300 -0.993 -0.4298 35 Best Mean Stall Generation f-count f(x) f(x) Generations 271 81600 -0.993 -0.398 36 272 81900 -0.993 -0.3967 37 273 82200 -0.993 -0.4135 38 274 82500 -0.993 -0.3764 39 275 82800 -0.993 -0.3966 40 276 83100 -0.993 -0.4179 41 277 83400 -0.993 -0.4057 42 278 83700 -0.993 -0.4135 43 279 84000 -0.993 -0.4117 44 280 84300 -0.993 -0.4012 45 281 84600 -0.993 -0.3843 46 282 84900 -0.993 -0.408 47 283 85200 -0.993 -0.412 48 284 85500 -0.993 -0.388 49 285 85800 -0.993 -0.3748 50 286 86100 -0.993 -0.3839 51 287 86400 -0.993 -0.4174 52 288 86700 -0.993 -0.4111 53 289 87000 -0.993 -0.3939 54 290 87300 -0.993 -0.397 55 291 87600 -0.993 -0.3985 56 292 87900 -0.993 -0.3895 57 293 88200 -0.993 -0.404 58 294 88500 -0.993 -0.4281 59 295 88800 -0.993 -0.4213 60 296 89100 -1.038 -0.4152 0 297 89400 -1.038 -0.414 1 298 89700 -1.038 -0.4315 2 299 90000 -1.038 -0.4055 3 300 90300 -1.038 -0.3968 4 Best Mean Stall Generation f-count f(x) f(x) Generations 301 90600 -1.038 -0.3864 5 302 90900 -1.038 -0.3813 6 303 91200 -1.038 -0.4087 7 304 91500 -1.038 -0.4083 8 305 91800 -1.038 -0.3804 9 306 92100 -1.038 -0.4221 10 307 92400 -1.038 -0.43 11 308 92700 -1.038 -0.407 12 309 93000 -1.038 -0.3918 13 310 93300 -1.038 -0.4108 14 311 93600 -1.038 -0.4333 15 312 93900 -1.038 -0.4094 16 313 94200 -1.038 -0.402 17 314 94500 -1.038 -0.3949 18 315 94800 -1.038 -0.3863 19 316 95100 -1.038 -0.3925 20 317 95400 -1.038 -0.4267 21 318 95700 -1.038 -0.4061 22 319 96000 -1.038 -0.3976 23 320 96300 -1.038 -0.4076 24 321 96600 -1.038 -0.4143 25 322 96900 -1.038 -0.4196 26 323 97200 -1.038 -0.4371 27 324 97500 -1.038 -0.4147 28 325 97800 -1.038 -0.4027 29 326 98100 -1.038 -0.4233 30 327 98400 -1.038 -0.3912 31 328 98700 -1.038 -0.3715 32 329 99000 -1.038 -0.3963 33 330 99300 -1.038 -0.4063 34 Best Mean Stall Generation f-count f(x) f(x) Generations 331 99600 -1.038 -0.4102 35 332 99900 -1.038 -0.3893 36 333 100200 -1.038 -0.3856 37 334 100500 -1.038 -0.4216 38 335 100800 -1.038 -0.4166 39 336 101100 -1.038 -0.4082 40 337 101400 -1.038 -0.4118 41 338 101700 -1.038 -0.4269 42 339 102000 -1.038 -0.4171 43 340 102300 -1.038 -0.3973 44 341 102600 -1.038 -0.4178 45 342 102900 -1.038 -0.417 46 343 103200 -1.038 -0.4113 47 344 103500 -1.038 -0.4153 48 345 103800 -1.038 -0.4174 49 346 104100 -1.038 -0.4444 50 347 104400 -1.038 -0.403 51 348 104700 -1.038 -0.4077 52 349 105000 -1.038 -0.3886 53 350 105300 -1.038 -0.3851 54 351 105600 -1.05 -0.4015 0 352 105900 -1.05 -0.3709 1 353 106200 -1.05 -0.4187 2 354 106500 -1.05 -0.4246 3 355 106800 -1.05 -0.3969 4 356 107100 -1.05 -0.3953 5 357 107400 -1.05 -0.4042 6 358 107700 -1.05 -0.3987 7 359 108000 -1.05 -0.3976 8 360 108300 -1.05 -0.4042 9 Best Mean Stall Generation f-count f(x) f(x) Generations 361 108600 -1.05 -0.4297 10 362 108900 -1.05 -0.4043 11 363 109200 -1.05 -0.3802 12 364 109500 -1.05 -0.3905 13 365 109800 -1.05 -0.4152 14 366 110100 -1.05 -0.4295 15 367 110400 -1.05 -0.3989 16 368 110700 -1.05 -0.3885 17 369 111000 -1.05 -0.4261 18 370 111300 -1.05 -0.4117 19 371 111600 -1.05 -0.415 20 372 111900 -1.05 -0.3794 21 373 112200 -1.05 -0.3965 22 374 112500 -1.089 -0.4173 0 375 112800 -1.089 -0.4121 1 376 113100 -1.089 -0.4105 0 377 113400 -1.089 -0.4341 1 378 113700 -1.089 -0.4024 2 379 114000 -1.089 -0.4037 3 380 114300 -1.089 -0.3847 4 381 114600 -1.089 -0.4181 5 382 114900 -1.089 -0.4493 6 383 115200 -1.089 -0.4194 7 384 115500 -1.089 -0.3958 8 385 115800 -1.089 -0.4077 9 386 116100 -1.089 -0.4157 10 387 116400 -1.089 -0.4316 11 388 116700 -1.089 -0.3837 12 389 117000 -1.089 -0.4033 13 390 117300 -1.089 -0.4173 14 Best Mean Stall Generation f-count f(x) f(x) Generations 391 117600 -1.089 -0.4301 15 392 117900 -1.089 -0.4251 16 393 118200 -1.089 -0.401 17 394 118500 -1.089 -0.4197 18 395 118800 -1.089 -0.3806 19 396 119100 -1.089 -0.399 20 397 119400 -1.089 -0.4173 21 398 119700 -1.089 -0.4082 22 399 120000 -1.089 -0.4266 23 400 120300 -1.089 -0.4295 24 401 120600 -1.089 -0.4092 25 402 120900 -1.089 -0.4167 26 403 121200 -1.089 -0.4506 27 404 121500 -1.089 -0.4163 28 405 121800 -1.089 -0.402 29 406 122100 -1.089 -0.3861 30 407 122400 -1.089 -0.4263 31 408 122700 -1.089 -0.4286 32 409 123000 -1.13 -0.4202 0 410 123300 -1.13 -0.4201 1 411 123600 -1.13 -0.4315 2 412 123900 -1.13 -0.3978 3 413 124200 -1.13 -0.4126 4 414 124500 -1.13 -0.4321 5 415 124800 -1.13 -0.4157 6 416 125100 -1.13 -0.412 7 417 125400 -1.13 -0.4026 8 418 125700 -1.13 -0.4014 9 419 126000 -1.13 -0.4003 10 420 126300 -1.13 -0.417 11 Best Mean Stall Generation f-count f(x) f(x) Generations 421 126600 -1.13 -0.4435 12 422 126900 -1.13 -0.4082 13 423 127200 -1.13 -0.4294 14 424 127500 -1.13 -0.3951 15 425 127800 -1.13 -0.3961 16 426 128100 -1.205 -0.3937 0 427 128400 -1.205 -0.412 1 428 128700 -1.205 -0.3996 2 429 129000 -1.205 -0.4242 3 430 129300 -1.205 -0.4256 4 431 129600 -1.205 -0.4124 5 432 129900 -1.205 -0.4065 6 433 130200 -1.205 -0.407 7 434 130500 -1.205 -0.4341 8 435 130800 -1.205 -0.4507 9 436 131100 -1.205 -0.46 10 437 131400 -1.205 -0.4397 11 438 131700 -1.205 -0.4521 12 439 132000 -1.205 -0.415 13 440 132300 -1.205 -0.4343 14 441 132600 -1.205 -0.4314 15 442 132900 -1.205 -0.4068 16 443 133200 -1.205 -0.4331 17 444 133500 -1.205 -0.4373 18 445 133800 -1.205 -0.4698 19 446 134100 -1.205 -0.4423 20 447 134400 -1.205 -0.4539 21 448 134700 -1.205 -0.4265 22 449 135000 -1.205 -0.4409 23 450 135300 -1.205 -0.4004 24 Best Mean Stall Generation f-count f(x) f(x) Generations 451 135600 -1.205 -0.4243 25 452 135900 -1.205 -0.4403 26 453 136200 -1.205 -0.4173 27 454 136500 -1.205 -0.4177 28 455 136800 -1.205 -0.4126 29 456 137100 -1.205 -0.4361 30 457 137400 -1.205 -0.4343 31 458 137700 -1.205 -0.4173 32 459 138000 -1.205 -0.4267 33 460 138300 -1.205 -0.4154 34 461 138600 -1.205 -0.4134 35 462 138900 -1.205 -0.4319 36 463 139200 -1.205 -0.449 37 464 139500 -1.205 -0.4406 38 465 139800 -1.205 -0.4284 39 466 140100 -1.205 -0.4085 40 467 140400 -1.205 -0.3943 41 468 140700 -1.205 -0.4436 42 469 141000 -1.205 -0.4416 43 470 141300 -1.205 -0.4299 44 471 141600 -1.205 -0.431 45 472 141900 -1.205 -0.4362 46 473 142200 -1.205 -0.4345 47 474 142500 -1.205 -0.4312 48 475 142800 -1.205 -0.4285 49 476 143100 -1.205 -0.4624 50 477 143400 -1.205 -0.4562 51 478 143700 -1.205 -0.4462 52 479 144000 -1.205 -0.421 53 480 144300 -1.205 -0.4498 54 Best Mean Stall Generation f-count f(x) f(x) Generations 481 144600 -1.205 -0.4212 55 482 144900 -1.205 -0.4598 56 483 145200 -1.205 -0.4565 57 484 145500 -1.205 -0.4444 58 485 145800 -1.205 -0.4456 59 486 146100 -1.205 -0.4514 60 487 146400 -1.205 -0.43 61 488 146700 -1.205 -0.4664 62 489 147000 -1.205 -0.4483 63 490 147300 -1.205 -0.4591 64 491 147600 -1.205 -0.438 65 492 147900 -1.205 -0.4392 66 493 148200 -1.205 -0.4458 67 494 148500 -1.205 -0.4204 68 495 148800 -1.205 -0.3973 69 496 149100 -1.205 -0.4249 70 497 149400 -1.227 -0.4434 0 498 149700 -1.24 -0.4244 0 499 150000 -1.24 -0.3996 1 500 150300 -1.24 -0.4229 2 501 150600 -1.24 -0.4334 3 502 150900 -1.24 -0.4339 4 503 151200 -1.24 -0.4338 5 504 151500 -1.24 -0.4305 6 505 151800 -1.24 -0.4587 7 506 152100 -1.24 -0.4392 8 507 152400 -1.24 -0.4389 9 508 152700 -1.24 -0.4467 10 509 153000 -1.24 -0.4552 11 510 153300 -1.24 -0.4628 12 Best Mean Stall Generation f-count f(x) f(x) Generations 511 153600 -1.24 -0.4424 13 512 153900 -1.24 -0.4118 14 513 154200 -1.24 -0.4452 15 514 154500 -1.24 -0.4663 16 515 154800 -1.24 -0.469 17 516 155100 -1.24 -0.4406 18 517 155400 -1.24 -0.4643 19 518 155700 -1.24 -0.429 20 519 156000 -1.24 -0.4347 21 520 156300 -1.24 -0.442 22 521 156600 -1.24 -0.4545 23 522 156900 -1.24 -0.4374 24 523 157200 -1.24 -0.4396 25 524 157500 -1.24 -0.4472 26 525 157800 -1.24 -0.4276 27 526 158100 -1.24 -0.4606 28 527 158400 -1.24 -0.4482 29 528 158700 -1.24 -0.4579 30 529 159000 -1.24 -0.4585 31 530 159300 -1.24 -0.4433 32 531 159600 -1.24 -0.4156 33 532 159900 -1.24 -0.4561 34 533 160200 -1.24 -0.4506 35 534 160500 -1.24 -0.478 36 535 160800 -1.24 -0.4658 37 536 161100 -1.24 -0.4887 38 537 161400 -1.24 -0.4526 39 538 161700 -1.24 -0.4372 40 539 162000 -1.24 -0.4325 41 540 162300 -1.24 -0.4799 42 Best Mean Stall Generation f-count f(x) f(x) Generations 541 162600 -1.24 -0.4762 43 542 162900 -1.24 -0.4862 44 543 163200 -1.24 -0.4147 45 544 163500 -1.24 -0.4673 46 545 163800 -1.24 -0.4422 47 546 164100 -1.24 -0.465 48 547 164400 -1.24 -0.4582 49 548 164700 -1.24 -0.467 50 549 165000 -1.24 -0.434 51 550 165300 -1.24 -0.4502 52 551 165600 -1.24 -0.4861 53 552 165900 -1.24 -0.4373 54 553 166200 -1.24 -0.4492 55 554 166500 -1.24 -0.4481 56 555 166800 -1.24 -0.4427 57 556 167100 -1.24 -0.4467 58 557 167400 -1.24 -0.4452 59 558 167700 -1.24 -0.4528 60 559 168000 -1.24 -0.4567 61 560 168300 -1.24 -0.4494 62 561 168600 -1.24 -0.4539 63 562 168900 -1.24 -0.464 64 563 169200 -1.24 -0.4597 65 564 169500 -1.24 -0.4748 66 565 169800 -1.24 -0.4322 67 566 170100 -1.24 -0.4489 68 567 170400 -1.24 -0.4269 69 568 170700 -1.24 -0.4439 70 569 171000 -1.24 -0.4267 71 570 171300 -1.24 -0.419 72 Best Mean Stall Generation f-count f(x) f(x) Generations 571 171600 -1.24 -0.4414 73 572 171900 -1.24 -0.4442 74 573 172200 -1.24 -0.4353 75 574 172500 -1.24 -0.4271 76 575 172800 -1.24 -0.4549 77 576 173100 -1.24 -0.4576 78 577 173400 -1.24 -0.4309 79 578 173700 -1.24 -0.4636 80 579 174000 -1.24 -0.4566 81 580 174300 -1.24 -0.484 82 581 174600 -1.24 -0.4483 83 582 174900 -1.24 -0.4493 84 583 175200 -1.24 -0.4625 85 584 175500 -1.24 -0.4711 86 585 175800 -1.24 -0.4392 87 586 176100 -1.24 -0.4412 88 587 176400 -1.24 -0.4389 89 588 176700 -1.24 -0.4309 90 589 177000 -1.24 -0.4361 91 590 177300 -1.24 -0.4382 92 591 177600 -1.24 -0.4614 93 592 177900 -1.24 -0.4603 94 593 178200 -1.24 -0.4499 95 594 178500 -1.24 -0.422 96 595 178800 -1.24 -0.4512 97 596 179100 -1.24 -0.4529 98 597 179400 -1.24 -0.4573 99 598 179700 -1.24 -0.4505 100 599 180000 -1.24 -0.4564 101 600 180300 -1.24 -0.4659 102 Optimization terminated: maximum number of generations exceeded. Columns 1 through 11 13 9 12 14 13 12 1 13 4 6 2 Columns 12 through 22 13 9 7 13 1 6 14 2 9 3 10 Columns 23 through 33 13 6 13 9 11 10 1 2 2 14 3 Columns 34 through 44 7 5 9 11 2 3 12 2 13 11 5 Columns 45 through 50 13 14 1 7 8 8 s0 = Columns 1 through 7 1.0394 0.9837 0.9605 0.9817 0.9553 0.9582 0.9917 Columns 8 through 14 0.9845 0.9869 1.0048 0.9372 1.0555 0.9818 1.0167 Columns 15 through 21 1.0369 0.9880 1.0711 0.8394 0.8801 1.0604 1.0362 Columns 22 through 28 1.0670 0.9310 0.9201 1.0343 1.0196 1.0126 1.0038 Columns 29 through 35 0.9851 0.9991 1.0547 1.0810 0.8788 1.1256 0.9448 Columns 36 through 42 0.8429 0.9722 0.8815 0.8592 0.9764 1.0056 0.9844 Columns 43 through 49 0.9242 0.9235 0.9724 0.8845 0.9473 1.0458 0.9672 Column 50 0.8956 r0 = Columns 1 through 7 1.0000 0.3190 0.2435 0.0681 0.3139 0.0607 -0.1653 0.3190 1.0000 0.2790 0.0108 0.2335 -0.0577 -0.0942 0.2435 0.2790 1.0000 -0.1141 0.2480 -0.1060 -0.1629 0.0681 0.0108 -0.1141 1.0000 -0.0986 0.2008 -0.0803 0.3139 0.2335 0.2480 -0.0986 1.0000 -0.0024 -0.1265 0.0607 -0.0577 -0.1060 0.2008 -0.0024 1.0000 0.0039 -0.1653 -0.0942 -0.1629 -0.0803 -0.1265 0.0039 1.0000 0.3156 0.2111 0.2397 -0.0377 0.2983 0.0129 -0.2413 -0.1792 -0.1602 -0.0275 -0.1560 -0.0708 -0.1106 0.0041 -0.3062 -0.2376 -0.0779 -0.1908 -0.1549 -0.1244 0.0453 -0.1376 -0.0537 -0.0450 0.0640 -0.1275 0.1346 0.0889 0.1198 0.1022 0.1472 -0.1902 0.1896 -0.1262 -0.0833 0.2930 0.2887 0.2152 0.1131 0.1923 0.0921 -0.1311 -0.0160 -0.1755 -0.2448 0.1817 -0.0765 0.2347 0.0853 0.1948 0.0640 0.1604 -0.1332 0.2673 0.1325 -0.0907 0.3651 0.2436 0.1391 0.0865 0.2557 0.0740 -0.0880 -0.2483 -0.1702 -0.0316 -0.1251 -0.1511 -0.1746 -0.0339 -0.0184 -0.0016 -0.0058 -0.0727 -0.0043 -0.1504 0.0108 -0.1915 -0.0723 -0.0412 -0.0514 -0.1565 -0.1743 0.0192 0.3659 0.3536 0.2247 0.1307 0.2289 0.0952 -0.0671 0.1570 -0.0469 -0.1228 0.1296 0.0886 0.2116 0.0277 -0.3113 -0.2425 -0.0876 -0.1892 -0.1579 -0.0780 0.1002 0.1414 0.1577 0.2104 -0.2210 0.2212 -0.0580 0.0188 -0.1890 -0.1910 -0.0868 -0.1640 -0.0634 0.0062 0.1277 0.3153 0.3079 0.2633 -0.1236 0.2839 -0.1439 -0.0337 0.2759 0.3231 0.2018 0.1513 0.1393 0.0503 -0.0760 -0.1042 -0.1570 -0.0862 0.1865 -0.1319 0.1341 -0.2096 -0.2840 -0.2348 -0.0490 -0.1909 -0.1210 -0.0863 -0.0161 0.0713 -0.0359 -0.0618 -0.0012 0.0606 -0.0445 -0.0751 -0.2086 -0.0901 -0.1551 0.0824 -0.2193 0.1036 0.2464 -0.2212 -0.0332 -0.0160 0.0301 -0.2290 -0.2086 -0.0360 -0.0009 -0.0821 -0.0606 0.0010 -0.0016 -0.1346 -0.1781 -0.1400 -0.0992 -0.0668 -0.0599 -0.0824 -0.0436 0.0283 -0.1551 -0.2507 -0.2522 0.0832 -0.1646 0.0450 0.0683 -0.2880 -0.1410 -0.1259 -0.1171 -0.2108 -0.1518 0.2043 -0.0176 -0.0171 -0.0734 0.0184 -0.0233 0.0906 0.1464 -0.3079 -0.3287 -0.2707 -0.0440 -0.2144 0.0359 0.1296 -0.0779 0.0019 -0.0467 0.1430 -0.1518 -0.0614 -0.0446 -0.0337 0.0597 0.0301 -0.0830 -0.0260 -0.1348 0.1318 -0.2259 -0.0629 -0.0768 -0.1307 -0.1678 -0.2127 0.1973 -0.2196 -0.0994 -0.1558 0.1473 -0.2594 0.0215 0.0787 0.3122 0.2221 0.2348 -0.0289 0.2939 0.0594 -0.1925 0.0535 -0.0919 -0.1113 0.0047 0.0527 0.0933 0.0604 -0.2042 -0.1518 -0.1597 0.1295 -0.2250 0.0085 -0.0239 0.2196 0.2481 0.1838 -0.0249 0.1687 -0.1145 -0.0845 -0.0529 0.0581 0.0212 -0.0312 -0.0473 0.0068 0.1776 -0.1940 -0.0143 -0.0306 0.0242 -0.1937 -0.0728 0.0996 -0.1558 -0.2462 -0.2546 0.0921 -0.1703 0.0335 0.0538 -0.1554 -0.2101 -0.1207 0.0677 -0.1049 0.1912 -0.0740 0.1246 0.0298 -0.0466 0.1435 0.0335 0.1024 -0.0058 Columns 8 through 14 0.3156 -0.1792 -0.3062 -0.1376 0.1198 0.2930 -0.0160 0.2111 -0.1602 -0.2376 -0.0537 0.1022 0.2887 -0.1755 0.2397 -0.0275 -0.0779 -0.0450 0.1472 0.2152 -0.2448 -0.0377 -0.1560 -0.1908 0.0640 -0.1902 0.1131 0.1817 0.2983 -0.0708 -0.1549 -0.1275 0.1896 0.1923 -0.0765 0.0129 -0.1106 -0.1244 0.1346 -0.1262 0.0921 0.2347 -0.2413 0.0041 0.0453 0.0889 -0.0833 -0.1311 0.0853 1.0000 -0.1209 -0.1799 -0.1425 0.2492 0.2224 -0.0949 -0.1209 1.0000 0.3238 -0.0243 -0.1657 -0.2594 0.0288 -0.1799 0.3238 1.0000 0.0558 -0.1009 -0.2854 -0.0417 -0.1425 -0.0243 0.0558 1.0000 -0.1423 0.0519 -0.0290 0.2492 -0.1657 -0.1009 -0.1423 1.0000 0.1107 -0.2148 0.2224 -0.2594 -0.2854 0.0519 0.1107 1.0000 -0.1249 -0.0949 0.0288 -0.0417 -0.0290 -0.2148 -0.1249 1.0000 0.2382 0.0542 -0.0072 -0.0169 0.0932 0.0894 0.0415 0.2480 -0.1781 -0.3030 -0.1687 0.0955 0.2138 0.0766 -0.1757 0.3747 0.3680 0.0020 -0.1981 -0.2742 -0.0425 -0.0026 0.0291 0.0230 -0.1390 0.0846 -0.0804 -0.0432 -0.1354 0.0722 0.1415 0.0158 0.0013 -0.1114 -0.1390 0.2127 -0.2702 -0.3489 0.0142 0.0570 0.3654 -0.0712 0.0628 -0.0207 -0.1402 -0.1302 -0.0975 -0.0323 0.3575 -0.2200 0.3596 0.3971 0.1042 -0.1837 -0.2945 0.0050 0.1730 -0.0346 -0.0320 -0.0121 0.2133 0.1212 -0.1734 -0.1298 0.2366 0.2532 0.0589 -0.1000 -0.2159 0.0780 0.2132 -0.0332 -0.1579 -0.1963 0.1279 0.1497 -0.1149 0.1464 -0.2667 -0.3025 0.0639 0.0391 0.3474 -0.1374 -0.0448 0.1249 0.1238 0.0960 -0.2119 -0.0564 0.1115 -0.1132 0.2809 0.3600 0.0794 -0.0317 -0.2335 -0.0727 0.1413 -0.1331 -0.1227 -0.2296 0.2605 -0.0225 0.0493 -0.2657 -0.0718 0.0253 0.2730 -0.1660 -0.0113 0.0205 -0.1870 0.0712 0.1497 0.0788 -0.0837 -0.0708 -0.2134 0.1192 -0.0390 -0.0221 -0.2641 0.2349 -0.0912 -0.0041 -0.0277 -0.0792 0.0387 0.0373 0.1720 -0.0335 -0.0978 -0.2011 0.2604 0.1729 -0.1016 -0.3037 -0.3131 0.3376 -0.2397 0.0591 0.1720 0.0804 0.0038 -0.1724 -0.1057 -0.0483 -0.1207 -0.0814 0.0747 0.0269 0.0345 0.0520 -0.1901 0.0915 0.1944 0.0427 -0.0105 -0.2606 0.1331 -0.1122 -0.0180 -0.0017 0.0340 -0.1131 -0.0020 -0.0452 -0.1033 0.0693 0.0475 -0.0139 -0.0632 -0.0519 -0.0663 -0.1942 -0.0015 0.1047 0.0243 0.0795 -0.1239 -0.1652 -0.2015 -0.1402 -0.0053 0.1897 -0.0448 0.0075 -0.0653 0.3389 -0.1764 -0.2120 -0.0759 0.2552 0.2658 -0.1027 0.0123 0.0772 -0.0100 -0.1372 -0.0637 -0.1238 0.2653 -0.1370 -0.0601 0.0449 0.0913 -0.0226 -0.0568 -0.0151 0.2096 -0.2447 -0.2369 -0.1144 0.2893 0.2265 -0.2097 -0.1260 -0.0201 0.0086 0.1659 -0.0926 0.0459 -0.0699 -0.1974 -0.0275 0.0746 0.1992 -0.0786 0.0077 -0.1685 -0.1854 0.2129 0.1458 -0.1089 -0.2510 -0.2930 0.3094 -0.0304 0.0200 0.1078 0.1692 -0.0351 -0.0395 0.0811 0.0006 0.0277 -0.0917 -0.0791 -0.1824 -0.0056 0.2196 Columns 15 through 21 0.1948 0.3651 -0.2483 -0.0184 -0.1915 0.3659 0.1570 0.0640 0.2436 -0.1702 -0.0016 -0.0723 0.3536 -0.0469 0.1604 0.1391 -0.0316 -0.0058 -0.0412 0.2247 -0.1228 -0.1332 0.0865 -0.1251 -0.0727 -0.0514 0.1307 0.1296 0.2673 0.2557 -0.1511 -0.0043 -0.1565 0.2289 0.0886 0.1325 0.0740 -0.1746 -0.1504 -0.1743 0.0952 0.2116 -0.0907 -0.0880 -0.0339 0.0108 0.0192 -0.0671 0.0277 0.2382 0.2480 -0.1757 -0.0026 -0.1354 0.2127 0.0628 0.0542 -0.1781 0.3747 0.0291 0.0722 -0.2702 -0.0207 -0.0072 -0.3030 0.3680 0.0230 0.1415 -0.3489 -0.1402 -0.0169 -0.1687 0.0020 -0.1390 0.0158 0.0142 -0.1302 0.0932 0.0955 -0.1981 0.0846 0.0013 0.0570 -0.0975 0.0894 0.2138 -0.2742 -0.0804 -0.1114 0.3654 -0.0323 0.0415 0.0766 -0.0425 -0.0432 -0.1390 -0.0712 0.3575 1.0000 0.1420 -0.0649 -0.0922 -0.2137 0.0900 0.1564 0.1420 1.0000 -0.2588 0.0091 -0.1874 0.3023 0.2296 -0.0649 -0.2588 1.0000 0.0466 0.1636 -0.3090 -0.1341 -0.0922 0.0091 0.0466 1.0000 0.0730 -0.0686 -0.0217 -0.2137 -0.1874 0.1636 0.0730 1.0000 -0.1541 -0.2139 0.0900 0.3023 -0.3090 -0.0686 -0.1541 1.0000 0.0493 0.1564 0.2296 -0.1341 -0.0217 -0.2139 0.0493 1.0000 0.0347 -0.3071 0.3855 -0.0131 0.1067 -0.3358 -0.1030 0.2210 0.0861 -0.0990 -0.0102 -0.0739 0.1289 -0.0647 0.1165 -0.1664 0.2016 -0.0231 0.0022 -0.2282 0.0275 0.1266 0.2769 -0.0855 0.0758 -0.0870 0.2522 0.0550 -0.0202 0.2056 -0.2538 -0.0613 -0.0679 0.3939 -0.0658 -0.0063 -0.1290 0.1847 -0.0890 0.0191 -0.1328 0.0146 0.0494 -0.3009 0.3194 -0.0049 0.1207 -0.3311 -0.1609 -0.0325 0.1272 -0.1606 0.1177 -0.0098 -0.0424 0.1165 -0.1609 -0.1835 -0.0418 -0.0905 0.0586 -0.0118 -0.1106 -0.3340 -0.2452 0.2294 0.0609 0.2655 -0.1259 -0.3315 -0.1130 0.0428 -0.0075 0.1569 0.0837 -0.1478 0.0313 -0.0846 -0.1263 -0.0527 0.0282 0.0914 -0.1092 -0.1376 -0.0596 -0.0582 0.2502 0.0431 -0.0019 -0.2643 0.2618 -0.2226 -0.2478 0.1203 0.0649 0.1893 -0.2013 -0.2088 -0.0037 0.0128 -0.1587 -0.0344 -0.0449 0.0504 0.0407 -0.0772 -0.2268 0.0931 0.0201 0.0778 -0.3275 0.0211 -0.2451 -0.0781 0.0788 0.0258 0.1276 -0.0123 -0.1183 -0.0918 -0.0251 0.0876 0.0541 0.0658 0.0054 -0.0696 -0.2594 -0.1884 0.0645 0.1053 0.2027 -0.1377 -0.2338 -0.2972 -0.2012 -0.0435 -0.0251 0.1555 -0.0543 -0.2039 0.2492 0.2412 -0.2415 -0.0375 -0.1542 0.2554 0.0470 0.1260 0.1226 -0.0123 0.0215 -0.1299 -0.0632 0.3055 -0.2358 -0.1811 0.0278 0.0038 0.1407 -0.1360 -0.1327 -0.0374 0.1838 -0.2393 0.0703 0.0040 0.2354 -0.0978 -0.0383 -0.0676 -0.0151 -0.0555 0.0179 0.0799 -0.1070 -0.2317 -0.2145 0.0697 -0.0225 0.1677 -0.0272 -0.2804 -0.0913 -0.0580 0.2119 0.0550 0.0156 -0.2580 0.2343 0.0865 -0.1649 0.0218 -0.1181 -0.0211 -0.1464 -0.0066 0.0323 0.1574 -0.0107 -0.0116 -0.1101 0.0768 0.2451 Columns 22 through 28 -0.3113 0.1414 -0.1890 0.3153 0.2759 -0.1042 -0.2840 -0.2425 0.1577 -0.1910 0.3079 0.3231 -0.1570 -0.2348 -0.0876 0.2104 -0.0868 0.2633 0.2018 -0.0862 -0.0490 -0.1892 -0.2210 -0.1640 -0.1236 0.1513 0.1865 -0.1909 -0.1579 0.2212 -0.0634 0.2839 0.1393 -0.1319 -0.1210 -0.0780 -0.0580 0.0062 -0.1439 0.0503 0.1341 -0.0863 0.1002 0.0188 0.1277 -0.0337 -0.0760 -0.2096 -0.0161 -0.2200 0.1730 -0.1298 0.2132 0.1464 -0.0448 -0.1132 0.3596 -0.0346 0.2366 -0.0332 -0.2667 0.1249 0.2809 0.3971 -0.0320 0.2532 -0.1579 -0.3025 0.1238 0.3600 0.1042 -0.0121 0.0589 -0.1963 0.0639 0.0960 0.0794 -0.1837 0.2133 -0.1000 0.1279 0.0391 -0.2119 -0.0317 -0.2945 0.1212 -0.2159 0.1497 0.3474 -0.0564 -0.2335 0.0050 -0.1734 0.0780 -0.1149 -0.1374 0.1115 -0.0727 0.0347 0.2210 0.1165 0.1266 -0.0202 -0.0063 0.0494 -0.3071 0.0861 -0.1664 0.2769 0.2056 -0.1290 -0.3009 0.3855 -0.0990 0.2016 -0.0855 -0.2538 0.1847 0.3194 -0.0131 -0.0102 -0.0231 0.0758 -0.0613 -0.0890 -0.0049 0.1067 -0.0739 0.0022 -0.0870 -0.0679 0.0191 0.1207 -0.3358 0.1289 -0.2282 0.2522 0.3939 -0.1328 -0.3311 -0.1030 -0.0647 0.0275 0.0550 -0.0658 0.0146 -0.1609 1.0000 -0.0228 0.3058 -0.1558 -0.3049 0.1266 0.3658 -0.0228 1.0000 0.0321 0.1976 0.0768 -0.2039 0.0012 0.3058 0.0321 1.0000 -0.0909 -0.2486 0.0331 0.2358 -0.1558 0.1976 -0.0909 1.0000 0.1739 -0.2485 -0.1913 -0.3049 0.0768 -0.2486 0.1739 1.0000 -0.0870 -0.2841 0.1266 -0.2039 0.0331 -0.2485 -0.0870 1.0000 0.1546 0.3658 0.0012 0.2358 -0.1913 -0.2841 0.1546 1.0000 -0.2057 -0.0188 -0.1128 0.0307 -0.0681 -0.0865 -0.0974 0.0744 -0.0651 0.0467 -0.2084 0.0488 -0.0133 0.0083 0.1084 -0.1467 -0.0614 -0.1250 0.0146 0.1038 0.1212 -0.1324 -0.0958 -0.1163 -0.0166 -0.1305 0.0252 -0.0004 -0.0093 0.0121 -0.0123 -0.1415 -0.0598 -0.0358 0.0787 0.2129 -0.2415 0.1684 -0.1047 -0.2922 0.1699 0.0922 0.1622 -0.0348 0.0833 -0.1326 -0.1224 -0.0915 0.1382 -0.0643 0.0319 0.0007 -0.0437 0.0369 -0.1036 -0.0759 0.1851 -0.1130 0.1617 -0.2871 -0.2973 0.0723 0.1999 -0.0263 -0.1645 -0.1056 -0.0801 0.0671 0.1024 -0.0274 0.0695 0.0266 0.0309 0.1149 0.0153 -0.1306 -0.0135 0.0749 -0.0043 0.0138 -0.0489 -0.0586 -0.1738 0.0661 -0.0336 -0.1526 -0.0893 -0.2672 0.0609 0.0676 0.0061 -0.2407 0.2016 -0.1320 0.1888 0.1899 -0.0745 -0.1352 0.0197 -0.0329 0.0969 0.0501 -0.1539 -0.0166 -0.0410 -0.0003 -0.1785 -0.0613 -0.2643 -0.0398 0.1442 0.0644 -0.3041 0.1329 -0.2311 0.2071 0.2356 -0.2066 -0.2075 0.0595 0.0629 0.0406 0.0097 0.0984 -0.1006 -0.0161 0.0756 -0.0534 -0.0236 -0.1399 0.0790 0.0111 0.0630 0.1675 -0.2439 0.1301 -0.1190 -0.2744 0.1576 0.0758 0.1119 -0.0653 0.0917 -0.3069 -0.1198 0.2416 0.1811 -0.0550 -0.0971 -0.0145 0.0815 0.0191 0.0519 -0.1366 Columns 29 through 35 0.0713 -0.2086 -0.2212 -0.0009 -0.1400 -0.1551 -0.2880 -0.0359 -0.0901 -0.0332 -0.0821 -0.0992 -0.2507 -0.1410 -0.0618 -0.1551 -0.0160 -0.0606 -0.0668 -0.2522 -0.1259 -0.0012 0.0824 0.0301 0.0010 -0.0599 0.0832 -0.1171 0.0606 -0.2193 -0.2290 -0.0016 -0.0824 -0.1646 -0.2108 -0.0445 0.1036 -0.2086 -0.1346 -0.0436 0.0450 -0.1518 -0.0751 0.2464 -0.0360 -0.1781 0.0283 0.0683 0.2043 0.1413 -0.2657 -0.1870 0.1192 -0.0277 -0.2011 -0.2397 -0.1331 -0.0718 0.0712 -0.0390 -0.0792 0.2604 0.0591 -0.1227 0.0253 0.1497 -0.0221 0.0387 0.1729 0.1720 -0.2296 0.2730 0.0788 -0.2641 0.0373 -0.1016 0.0804 0.2605 -0.1660 -0.0837 0.2349 0.1720 -0.3037 0.0038 -0.0225 -0.0113 -0.0708 -0.0912 -0.0335 -0.3131 -0.1724 0.0493 0.0205 -0.2134 -0.0041 -0.0978 0.3376 -0.1057 -0.0325 -0.1609 -0.3340 -0.1130 -0.0846 -0.0596 -0.2226 0.1272 -0.1835 -0.2452 0.0428 -0.1263 -0.0582 -0.2478 -0.1606 -0.0418 0.2294 -0.0075 -0.0527 0.2502 0.1203 0.1177 -0.0905 0.0609 0.1569 0.0282 0.0431 0.0649 -0.0098 0.0586 0.2655 0.0837 0.0914 -0.0019 0.1893 -0.0424 -0.0118 -0.1259 -0.1478 -0.1092 -0.2643 -0.2013 0.1165 -0.1106 -0.3315 0.0313 -0.1376 0.2618 -0.2088 -0.2057 0.0744 0.1084 -0.1324 -0.0093 0.2129 0.1622 -0.0188 -0.0651 -0.1467 -0.0958 0.0121 -0.2415 -0.0348 -0.1128 0.0467 -0.0614 -0.1163 -0.0123 0.1684 0.0833 0.0307 -0.2084 -0.1250 -0.0166 -0.1415 -0.1047 -0.1326 -0.0681 0.0488 0.0146 -0.1305 -0.0598 -0.2922 -0.1224 -0.0865 -0.0133 0.1038 0.0252 -0.0358 0.1699 -0.0915 -0.0974 0.0083 0.1212 -0.0004 0.0787 0.0922 0.1382 1.0000 -0.1892 -0.0948 0.3607 0.1119 0.0014 -0.0334 -0.1892 1.0000 0.1137 -0.2523 0.0671 -0.0497 0.1917 -0.0948 0.1137 1.0000 0.0526 0.0801 -0.0313 0.2179 0.3607 -0.2523 0.0526 1.0000 0.1235 0.0606 -0.0044 0.1119 0.0671 0.0801 0.1235 1.0000 -0.1309 0.1400 0.0014 -0.0497 -0.0313 0.0606 -0.1309 1.0000 -0.0061 -0.0334 0.1917 0.2179 -0.0044 0.1400 -0.0061 1.0000 0.0101 0.1379 -0.0860 -0.0789 0.0510 -0.0651 0.0474 0.0890 0.1045 0.0195 0.1101 0.1499 0.1700 0.1742 -0.0349 0.0715 0.2484 0.0478 0.0087 0.0303 0.0732 -0.0899 0.0533 0.0898 -0.0915 -0.0496 0.0278 0.1052 0.0211 0.1564 0.2345 0.0460 0.1502 -0.0720 0.3010 -0.0280 0.2743 0.2622 0.0004 0.1633 -0.1036 0.2023 0.1088 -0.1887 -0.2092 0.0488 -0.0065 -0.2672 -0.2235 0.0967 -0.1121 -0.2441 0.0490 -0.0962 0.2606 -0.1055 0.0509 0.1310 0.2201 0.1239 0.1454 -0.0029 0.1354 0.1673 -0.1012 0.0097 0.1402 0.0692 -0.3043 -0.0356 -0.1964 0.2141 0.0520 -0.2590 -0.0152 -0.0979 0.1054 -0.1617 0.2541 0.2880 -0.1280 0.0906 -0.1296 0.2135 0.0467 -0.0495 -0.0097 0.1098 -0.0906 0.4589 0.0088 -0.0296 0.0878 -0.0269 -0.0136 0.0987 0.0077 -0.0131 -0.0113 -0.0651 -0.1231 -0.0333 -0.1686 0.2193 -0.1484 Columns 36 through 42 -0.0176 -0.3079 -0.0779 -0.0337 -0.2259 -0.2196 0.3122 -0.0171 -0.3287 0.0019 0.0597 -0.0629 -0.0994 0.2221 -0.0734 -0.2707 -0.0467 0.0301 -0.0768 -0.1558 0.2348 0.0184 -0.0440 0.1430 -0.0830 -0.1307 0.1473 -0.0289 -0.0233 -0.2144 -0.1518 -0.0260 -0.1678 -0.2594 0.2939 0.0906 0.0359 -0.0614 -0.1348 -0.2127 0.0215 0.0594 0.1464 0.1296 -0.0446 0.1318 0.1973 0.0787 -0.1925 -0.0483 -0.1901 -0.1122 -0.1033 -0.1942 -0.2015 0.3389 -0.1207 0.0915 -0.0180 0.0693 -0.0015 -0.1402 -0.1764 -0.0814 0.1944 -0.0017 0.0475 0.1047 -0.0053 -0.2120 0.0747 0.0427 0.0340 -0.0139 0.0243 0.1897 -0.0759 0.0269 -0.0105 -0.1131 -0.0632 0.0795 -0.0448 0.2552 0.0345 -0.2606 -0.0020 -0.0519 -0.1239 0.0075 0.2658 0.0520 0.1331 -0.0452 -0.0663 -0.1652 -0.0653 -0.1027 -0.0037 -0.0772 -0.2451 -0.0918 -0.2594 -0.2972 0.2492 0.0128 -0.2268 -0.0781 -0.0251 -0.1884 -0.2012 0.2412 -0.1587 0.0931 0.0788 0.0876 0.0645 -0.0435 -0.2415 -0.0344 0.0201 0.0258 0.0541 0.1053 -0.0251 -0.0375 -0.0449 0.0778 0.1276 0.0658 0.2027 0.1555 -0.1542 0.0504 -0.3275 -0.0123 0.0054 -0.1377 -0.0543 0.2554 0.0407 0.0211 -0.1183 -0.0696 -0.2338 -0.2039 0.0470 -0.0643 0.1851 -0.0263 0.0695 0.0749 -0.0336 -0.2407 0.0319 -0.1130 -0.1645 0.0266 -0.0043 -0.1526 0.2016 0.0007 0.1617 -0.1056 0.0309 0.0138 -0.0893 -0.1320 -0.0437 -0.2871 -0.0801 0.1149 -0.0489 -0.2672 0.1888 0.0369 -0.2973 0.0671 0.0153 -0.0586 0.0609 0.1899 -0.1036 0.0723 0.1024 -0.1306 -0.1738 0.0676 -0.0745 -0.0759 0.1999 -0.0274 -0.0135 0.0661 0.0061 -0.1352 0.0101 0.0890 -0.0349 -0.0899 0.0211 -0.0280 0.1088 0.1379 0.1045 0.0715 0.0533 0.1564 0.2743 -0.1887 -0.0860 0.0195 0.2484 0.0898 0.2345 0.2622 -0.2092 -0.0789 0.1101 0.0478 -0.0915 0.0460 0.0004 0.0488 0.0510 0.1499 0.0087 -0.0496 0.1502 0.1633 -0.0065 -0.0651 0.1700 0.0303 0.0278 -0.0720 -0.1036 -0.2672 0.0474 0.1742 0.0732 0.1052 0.3010 0.2023 -0.2235 1.0000 0.0540 -0.0461 -0.0043 0.0481 0.0756 0.0002 0.0540 1.0000 -0.0203 -0.0566 0.1179 0.1265 -0.1876 -0.0461 -0.0203 1.0000 0.0348 0.0871 0.1794 -0.1282 -0.0043 -0.0566 0.0348 1.0000 0.1310 -0.0136 -0.1082 0.0481 0.1179 0.0871 0.1310 1.0000 0.2000 -0.1815 0.0756 0.1265 0.1794 -0.0136 0.2000 1.0000 -0.1567 0.0002 -0.1876 -0.1282 -0.1082 -0.1815 -0.1567 1.0000 0.0128 0.0706 -0.1164 -0.0195 -0.1296 -0.1996 -0.0153 0.0110 0.1581 0.1537 -0.0615 0.1222 0.2815 -0.1307 0.0188 -0.1745 0.0114 0.0053 0.0671 0.0156 0.2190 0.0761 -0.0465 0.0097 0.1024 0.1011 0.0866 -0.0736 0.0326 0.0266 0.1522 0.0786 0.2143 0.2783 -0.1588 -0.0565 0.1800 0.0448 0.0119 -0.0449 -0.0626 -0.2485 0.0240 0.1878 -0.0289 -0.1711 -0.0977 0.1138 -0.0035 -0.0209 -0.0753 0.0032 0.0113 -0.1598 -0.1294 -0.0249 Columns 43 through 49 0.0535 -0.2042 0.2196 -0.0529 -0.1940 -0.1558 -0.1554 -0.0919 -0.1518 0.2481 0.0581 -0.0143 -0.2462 -0.2101 -0.1113 -0.1597 0.1838 0.0212 -0.0306 -0.2546 -0.1207 0.0047 0.1295 -0.0249 -0.0312 0.0242 0.0921 0.0677 0.0527 -0.2250 0.1687 -0.0473 -0.1937 -0.1703 -0.1049 0.0933 0.0085 -0.1145 0.0068 -0.0728 0.0335 0.1912 0.0604 -0.0239 -0.0845 0.1776 0.0996 0.0538 -0.0740 0.0123 -0.1370 0.2096 -0.1260 -0.1974 -0.1854 -0.0304 0.0772 -0.0601 -0.2447 -0.0201 -0.0275 0.2129 0.0200 -0.0100 0.0449 -0.2369 0.0086 0.0746 0.1458 0.1078 -0.1372 0.0913 -0.1144 0.1659 0.1992 -0.1089 0.1692 -0.0637 -0.0226 0.2893 -0.0926 -0.0786 -0.2510 -0.0351 -0.1238 -0.0568 0.2265 0.0459 0.0077 -0.2930 -0.0395 0.2653 -0.0151 -0.2097 -0.0699 -0.1685 0.3094 0.0811 0.1260 -0.2358 -0.0374 -0.0383 -0.2317 -0.0913 0.0865 0.1226 -0.1811 0.1838 -0.0676 -0.2145 -0.0580 -0.1649 -0.0123 0.0278 -0.2393 -0.0151 0.0697 0.2119 0.0218 0.0215 0.0038 0.0703 -0.0555 -0.0225 0.0550 -0.1181 -0.1299 0.1407 0.0040 0.0179 0.1677 0.0156 -0.0211 -0.0632 -0.1360 0.2354 0.0799 -0.0272 -0.2580 -0.1464 0.3055 -0.1327 -0.0978 -0.1070 -0.2804 0.2343 -0.0066 0.0197 -0.0003 -0.3041 0.0595 0.0756 0.1675 0.1119 -0.0329 -0.1785 0.1329 0.0629 -0.0534 -0.2439 -0.0653 0.0969 -0.0613 -0.2311 0.0406 -0.0236 0.1301 0.0917 0.0501 -0.2643 0.2071 0.0097 -0.1399 -0.1190 -0.3069 -0.1539 -0.0398 0.2356 0.0984 0.0790 -0.2744 -0.1198 -0.0166 0.1442 -0.2066 -0.1006 0.0111 0.1576 0.2416 -0.0410 0.0644 -0.2075 -0.0161 0.0630 0.0758 0.1811 0.0967 0.0509 0.1673 -0.1964 -0.1617 0.0467 -0.0296 -0.1121 0.1310 -0.1012 0.2141 0.2541 -0.0495 0.0878 -0.2441 0.2201 0.0097 0.0520 0.2880 -0.0097 -0.0269 0.0490 0.1239 0.1402 -0.2590 -0.1280 0.1098 -0.0136 -0.0962 0.1454 0.0692 -0.0152 0.0906 -0.0906 0.0987 0.2606 -0.0029 -0.3043 -0.0979 -0.1296 0.4589 0.0077 -0.1055 0.1354 -0.0356 0.1054 0.2135 0.0088 -0.0131 0.0128 0.0110 0.0188 0.0761 0.0326 -0.0565 0.0240 0.0706 0.1581 -0.1745 -0.0465 0.0266 0.1800 0.1878 -0.1164 0.1537 0.0114 0.0097 0.1522 0.0448 -0.0289 -0.0195 -0.0615 0.0053 0.1024 0.0786 0.0119 -0.1711 -0.1296 0.1222 0.0671 0.1011 0.2143 -0.0449 -0.0977 -0.1996 0.2815 0.0156 0.0866 0.2783 -0.0626 0.1138 -0.0153 -0.1307 0.2190 -0.0736 -0.1588 -0.2485 -0.0035 1.0000 -0.1238 -0.1157 -0.0902 -0.2290 0.2321 -0.0249 -0.1238 1.0000 -0.0199 -0.0277 0.1658 0.0340 0.1429 -0.1157 -0.0199 1.0000 -0.0226 0.0001 -0.2572 -0.1599 -0.0902 -0.0277 -0.0226 1.0000 0.1614 -0.1121 -0.0439 -0.2290 0.1658 0.0001 0.1614 1.0000 -0.1139 0.0222 0.2321 0.0340 -0.2572 -0.1121 -0.1139 1.0000 0.0140 -0.0249 0.1429 -0.1599 -0.0439 0.0222 0.0140 1.0000 0.1698 -0.0944 -0.0820 -0.0397 -0.1368 0.1885 -0.0769 Column 50 0.1246 0.0298 -0.0466 0.1435 0.0335 0.1024 -0.0058 0.0006 0.0277 -0.0917 -0.0791 -0.1824 -0.0056 0.2196 0.0323 0.1574 -0.0107 -0.0116 -0.1101 0.0768 0.2451 -0.0550 -0.0971 -0.0145 0.0815 0.0191 0.0519 -0.1366 -0.0113 -0.0651 -0.1231 -0.0333 -0.1686 0.2193 -0.1484 -0.0209 -0.0753 0.0032 0.0113 -0.1598 -0.1294 -0.0249 0.1698 -0.0944 -0.0820 -0.0397 -0.1368 0.1885 -0.0769 1.0000 Best Mean Stall Generation f-count f(x) f(x) Generations 1 600 -0.359 -0.2403 0 2 900 -0.3687 -0.2759 0 3 1200 -0.3687 -0.2855 1 4 1500 -0.3687 -0.2889 2 5 1800 -0.3687 -0.2853 3 6 2100 -0.3687 -0.288 4 7 2400 -0.3732 -0.2959 0 8 2700 -0.3732 -0.2941 1 9 3000 -0.3732 -0.2989 2 10 3300 -0.4086 -0.3049 0 11 3600 -0.411 -0.2996 0 12 3900 -0.411 -0.3016 1 13 4200 -0.411 -0.303 2 14 4500 -0.411 -0.3022 3 15 4800 -0.4429 -0.3017 0 16 5100 -0.4429 -0.3107 1 17 5400 -0.4613 -0.3151 0 18 5700 -0.4613 -0.313 1 19 6000 -0.4613 -0.3108 2 20 6300 -0.4613 -0.3108 3 21 6600 -0.4613 -0.3105 4 22 6900 -0.4613 -0.3155 5 23 7200 -0.4613 -0.3168 6 24 7500 -0.4613 -0.3275 7 25 7800 -0.4613 -0.3172 8 26 8100 -0.4613 -0.3275 9 27 8400 -0.4613 -0.3241 10 28 8700 -0.4613 -0.3167 11 29 9000 -0.4613 -0.3192 12 30 9300 -0.4613 -0.3262 13 Best Mean Stall Generation f-count f(x) f(x) Generations 31 9600 -0.4613 -0.319 14 32 9900 -0.4613 -0.3204 15 33 10200 -0.4693 -0.3214 0 34 10500 -0.4693 -0.3308 1 35 10800 -0.4693 -0.3248 2 36 11100 -0.4693 -0.3184 3 37 11400 -0.4693 -0.3254 4 38 11700 -0.4693 -0.332 5 39 12000 -0.4704 -0.3383 0 40 12300 -0.4704 -0.3325 1 41 12600 -0.4704 -0.34 2 42 12900 -0.4704 -0.3357 3 43 13200 -0.4704 -0.3311 4 44 13500 -0.4704 -0.3398 5 45 13800 -0.4704 -0.3411 6 46 14100 -0.4704 -0.3337 7 47 14400 -0.4704 -0.3268 8 48 14700 -0.4704 -0.3305 9 49 15000 -0.4704 -0.3371 10 50 15300 -0.4704 -0.328 11 51 15600 -0.4704 -0.3331 12 52 15900 -0.4704 -0.3296 13 53 16200 -0.4704 -0.3234 14 54 16500 -0.4704 -0.3357 15 55 16800 -0.4704 -0.3423 16 56 17100 -0.4704 -0.3409 17 57 17400 -0.4704 -0.3486 18 58 17700 -0.6025 -0.3467 0 59 18000 -0.6163 -0.3575 0 60 18300 -0.6349 -0.3537 0 Best Mean Stall Generation f-count f(x) f(x) Generations 61 18600 -0.6349 -0.3575 1 62 18900 -0.6349 -0.3656 2 63 19200 -0.6349 -0.3758 3 64 19500 -0.6349 -0.3711 4 65 19800 -0.6349 -0.3689 5 66 20100 -0.6349 -0.3586 6 67 20400 -0.6349 -0.371 7 68 20700 -0.6349 -0.3743 8 69 21000 -0.6349 -0.3611 9 70 21300 -0.6349 -0.3699 10 71 21600 -0.6349 -0.3669 11 72 21900 -0.6349 -0.3755 12 73 22200 -0.6349 -0.3688 13 74 22500 -0.6349 -0.3649 14 75 22800 -0.6349 -0.3595 15 76 23100 -0.6349 -0.3653 16 77 23400 -0.6349 -0.3722 17 78 23700 -0.6349 -0.367 18 79 24000 -0.6349 -0.3607 19 80 24300 -0.6349 -0.3553 20 81 24600 -0.6349 -0.3512 21 82 24900 -0.6349 -0.3531 22 83 25200 -0.6349 -0.3634 23 84 25500 -0.6349 -0.3677 24 85 25800 -0.6349 -0.367 25 86 26100 -0.6349 -0.3429 26 87 26400 -0.6349 -0.3814 27 88 26700 -0.6349 -0.3651 28 89 27000 -0.6349 -0.3664 29 90 27300 -0.6349 -0.364 30 Best Mean Stall Generation f-count f(x) f(x) Generations 91 27600 -0.6389 -0.3642 0 92 27900 -0.6389 -0.3692 1 93 28200 -0.6389 -0.3629 2 94 28500 -0.6454 -0.3619 0 95 28800 -0.6628 -0.3734 0 96 29100 -0.6628 -0.368 1 97 29400 -0.6628 -0.3719 2 98 29700 -0.6628 -0.3855 3 99 30000 -0.6628 -0.3661 4 100 30300 -0.6628 -0.3711 5 101 30600 -0.6628 -0.3738 6 102 30900 -0.6628 -0.388 7 103 31200 -0.6628 -0.389 8 104 31500 -0.6628 -0.3989 9 105 31800 -0.6628 -0.3694 10 106 32100 -0.6628 -0.3869 11 107 32400 -0.6628 -0.3885 12 108 32700 -0.6628 -0.3802 13 109 33000 -0.6628 -0.3626 14 110 33300 -0.6628 -0.3969 15 111 33600 -0.6628 -0.3904 16 112 33900 -0.6628 -0.3952 17 113 34200 -0.6628 -0.3918 18 114 34500 -0.6628 -0.3758 19 115 34800 -0.6628 -0.385 20 116 35100 -0.6628 -0.3945 21 117 35400 -0.6628 -0.4007 22 118 35700 -0.6628 -0.3891 23 119 36000 -0.6628 -0.3864 24 120 36300 -0.6628 -0.385 25 Best Mean Stall Generation f-count f(x) f(x) Generations 121 36600 -0.6628 -0.383 26 122 36900 -0.6628 -0.3992 27 123 37200 -0.6628 -0.3856 28 124 37500 -0.6628 -0.3963 29 125 37800 -0.6628 -0.3764 30 126 38100 -0.6628 -0.3733 31 127 38400 -0.6628 -0.3987 32 128 38700 -0.6628 -0.3974 33 129 39000 -0.6628 -0.3958 34 130 39300 -0.6628 -0.3967 35 131 39600 -0.6628 -0.3867 36 132 39900 -0.6628 -0.415 37 133 40200 -0.6628 -0.3867 38 134 40500 -0.6628 -0.3988 39 135 40800 -0.6628 -0.4027 40 136 41100 -0.6628 -0.3913 41 137 41400 -0.6628 -0.3838 42 138 41700 -0.6628 -0.3846 43 139 42000 -0.6628 -0.3844 44 140 42300 -0.6628 -0.3818 45 141 42600 -0.6628 -0.3774 46 142 42900 -0.6628 -0.4062 47 143 43200 -0.6628 -0.3954 48 144 43500 -0.6628 -0.3936 49 145 43800 -0.6959 -0.3935 0 146 44100 -0.6959 -0.4122 1 147 44400 -0.6959 -0.4004 2 148 44700 -0.706 -0.4267 0 149 45000 -0.7093 -0.4176 0 150 45300 -0.7141 -0.4352 0 Best Mean Stall Generation f-count f(x) f(x) Generations 151 45600 -0.7281 -0.4126 0 152 45900 -0.7281 -0.4178 1 153 46200 -0.7281 -0.4325 2 154 46500 -0.7281 -0.4328 3 155 46800 -0.7281 -0.4271 4 156 47100 -0.7281 -0.4502 5 157 47400 -0.7281 -0.4294 6 158 47700 -0.7281 -0.4139 7 159 48000 -0.7281 -0.4192 8 160 48300 -0.7281 -0.4261 9 161 48600 -0.7281 -0.4307 10 162 48900 -0.7281 -0.4121 11 163 49200 -0.7281 -0.4294 12 164 49500 -0.7281 -0.4244 13 165 49800 -0.7281 -0.4398 14 166 50100 -0.7281 -0.4234 15 167 50400 -0.7281 -0.4162 16 168 50700 -0.7281 -0.43 17 169 51000 -0.7281 -0.4255 18 170 51300 -0.7281 -0.4331 19 171 51600 -0.7281 -0.4176 20 172 51900 -0.7281 -0.4472 21 173 52200 -0.7281 -0.4247 22 174 52500 -0.7281 -0.4252 23 175 52800 -0.7281 -0.4341 24 176 53100 -0.7281 -0.4236 25 177 53400 -0.7281 -0.4221 26 178 53700 -0.7281 -0.4202 27 179 54000 -0.7281 -0.4367 28 180 54300 -0.7281 -0.4265 29 Best Mean Stall Generation f-count f(x) f(x) Generations 181 54600 -0.7281 -0.4538 30 182 54900 -0.7281 -0.4189 31 183 55200 -0.7281 -0.4186 32 184 55500 -0.7281 -0.4404 33 185 55800 -0.7281 -0.4389 34 186 56100 -0.7281 -0.4469 35 187 56400 -0.7281 -0.4328 36 188 56700 -0.7281 -0.4356 37 189 57000 -0.7281 -0.429 38 190 57300 -0.7281 -0.4295 39 191 57600 -0.7281 -0.4357 40 192 57900 -0.7281 -0.4558 41 193 58200 -0.7281 -0.447 42 194 58500 -0.7281 -0.4451 43 195 58800 -0.7281 -0.422 44 196 59100 -0.7281 -0.4296 45 197 59400 -0.7281 -0.4445 46 198 59700 -0.7281 -0.4377 47 199 60000 -0.7281 -0.4343 48 200 60300 -0.7281 -0.435 49 201 60600 -0.7281 -0.4109 50 202 60900 -0.7281 -0.421 51 203 61200 -0.7281 -0.4356 52 204 61500 -0.7281 -0.4316 53 205 61800 -0.7281 -0.4515 54 206 62100 -0.7281 -0.4367 55 207 62400 -0.7281 -0.428 56 208 62700 -0.7281 -0.4036 57 209 63000 -0.7281 -0.426 58 210 63300 -0.7281 -0.4135 59 Best Mean Stall Generation f-count f(x) f(x) Generations 211 63600 -0.7281 -0.4128 60 212 63900 -0.7281 -0.408 61 213 64200 -0.7281 -0.4214 62 214 64500 -0.7281 -0.4147 63 215 64800 -0.7281 -0.4004 64 216 65100 -0.7281 -0.4227 65 217 65400 -0.7281 -0.4051 66 218 65700 -0.7281 -0.3854 67 219 66000 -0.7281 -0.4211 68 220 66300 -0.7281 -0.429 69 221 66600 -0.7281 -0.4358 70 222 66900 -0.7281 -0.427 71 223 67200 -0.7281 -0.4291 72 224 67500 -0.7281 -0.4261 73 225 67800 -0.7281 -0.4204 74 226 68100 -0.7281 -0.4214 75 227 68400 -0.7281 -0.4215 76 228 68700 -0.7281 -0.4092 77 229 69000 -0.7281 -0.4058 78 230 69300 -0.7281 -0.4168 79 231 69600 -0.7794 -0.4043 0 232 69900 -0.7915 -0.4266 0 233 70200 -0.7915 -0.4355 1 234 70500 -0.8442 -0.4256 0 235 70800 -0.8442 -0.4496 1 236 71100 -0.8442 -0.4532 2 237 71400 -0.8714 -0.4278 0 238 71700 -0.8884 -0.4289 0 239 72000 -0.8884 -0.4687 1 240 72300 -0.8884 -0.4355 2 Best Mean Stall Generation f-count f(x) f(x) Generations 241 72600 -0.8884 -0.4543 3 242 72900 -0.8884 -0.4677 4 243 73200 -0.8884 -0.4793 5 244 73500 -0.8884 -0.4842 6 245 73800 -0.8884 -0.4809 7 246 74100 -0.8884 -0.451 8 247 74400 -0.8884 -0.4766 9 248 74700 -0.8884 -0.4771 10 249 75000 -0.8884 -0.4393 11 250 75300 -0.8894 -0.4495 0 251 75600 -0.8894 -0.4759 1 252 75900 -0.8894 -0.486 2 253 76200 -0.8894 -0.465 3 254 76500 -0.8894 -0.4616 4 255 76800 -0.8894 -0.4486 5 256 77100 -0.8894 -0.4552 6 257 77400 -0.8894 -0.4582 7 258 77700 -0.8894 -0.461 8 259 78000 -0.8894 -0.4473 9 260 78300 -0.8894 -0.4458 10 261 78600 -0.8894 -0.4514 11 262 78900 -0.8894 -0.4514 12 263 79200 -0.8894 -0.4507 13 264 79500 -0.8894 -0.4652 14 265 79800 -0.8894 -0.4462 15 266 80100 -0.8894 -0.4755 16 267 80400 -0.8894 -0.4295 17 268 80700 -0.8894 -0.4452 18 269 81000 -0.8894 -0.4514 19 270 81300 -0.8894 -0.4748 20 Best Mean Stall Generation f-count f(x) f(x) Generations 271 81600 -0.8894 -0.4683 21 272 81900 -0.8894 -0.4669 22 273 82200 -0.8894 -0.457 23 274 82500 -0.8894 -0.4411 24 275 82800 -0.8894 -0.4525 25 276 83100 -0.8894 -0.4304 26 277 83400 -0.8894 -0.4232 27 278 83700 -0.8894 -0.4484 28 279 84000 -0.8894 -0.4161 29 280 84300 -0.8894 -0.423 30 281 84600 -0.8894 -0.4616 31 282 84900 -0.8894 -0.4229 32 283 85200 -0.8894 -0.4144 33 284 85500 -0.8894 -0.4134 34 285 85800 -0.8894 -0.3955 35 286 86100 -0.8894 -0.4301 36 287 86400 -0.8894 -0.4239 37 288 86700 -0.8894 -0.4345 38 289 87000 -0.8894 -0.4006 39 290 87300 -0.8894 -0.4459 40 291 87600 -0.8894 -0.4101 41 292 87900 -0.8894 -0.4306 42 293 88200 -0.8894 -0.4097 43 294 88500 -0.8894 -0.4455 44 295 88800 -0.8894 -0.4329 45 296 89100 -0.8894 -0.4522 46 297 89400 -0.8894 -0.4354 47 298 89700 -0.8894 -0.4348 48 299 90000 -0.8894 -0.4381 49 300 90300 -0.8894 -0.4574 50 Best Mean Stall Generation f-count f(x) f(x) Generations 301 90600 -0.8894 -0.4312 51 302 90900 -0.8894 -0.4258 52 303 91200 -0.8894 -0.4228 53 304 91500 -0.8894 -0.4348 54 305 91800 -0.8894 -0.4485 55 306 92100 -0.8894 -0.4426 56 307 92400 -0.8894 -0.4422 57 308 92700 -0.8894 -0.4515 58 309 93000 -0.8894 -0.4312 59 310 93300 -0.8894 -0.4538 60 311 93600 -0.8894 -0.4524 61 312 93900 -0.8894 -0.4737 62 313 94200 -0.8894 -0.4621 63 314 94500 -0.8894 -0.4619 64 315 94800 -0.8894 -0.4649 65 316 95100 -0.8894 -0.4453 66 317 95400 -0.8894 -0.4515 67 318 95700 -0.8894 -0.4339 68 319 96000 -0.8894 -0.4725 69 320 96300 -0.8894 -0.4485 70 321 96600 -0.8894 -0.4563 71 322 96900 -0.8894 -0.4423 72 323 97200 -0.9394 -0.4741 0 324 97500 -0.9394 -0.4689 1 325 97800 -0.9394 -0.4874 2 326 98100 -0.9394 -0.4672 3 327 98400 -0.9394 -0.4672 4 328 98700 -0.9394 -0.4697 5 329 99000 -0.9394 -0.4688 6 330 99300 -0.9394 -0.4753 7 Best Mean Stall Generation f-count f(x) f(x) Generations 331 99600 -0.9394 -0.4824 8 332 99900 -0.9394 -0.443 9 333 100200 -0.9394 -0.4311 10 334 100500 -0.9394 -0.4451 11 335 100800 -0.9394 -0.4587 12 336 101100 -0.9394 -0.4439 13 337 101400 -0.9394 -0.4406 14 338 101700 -0.9394 -0.4627 15 339 102000 -0.9394 -0.458 16 340 102300 -0.9394 -0.4603 17 341 102600 -0.9394 -0.4618 18 342 102900 -0.9394 -0.4491 19 343 103200 -0.9394 -0.4862 20 344 103500 -0.9394 -0.4606 21 345 103800 -0.9394 -0.4899 22 346 104100 -0.9394 -0.4861 23 347 104400 -0.9394 -0.4818 24 348 104700 -0.9394 -0.4593 25 349 105000 -0.9394 -0.4836 26 350 105300 -0.9394 -0.4979 27 351 105600 -0.9394 -0.4641 28 352 105900 -0.9394 -0.4542 29 353 106200 -0.9394 -0.4673 30 354 106500 -0.9394 -0.4667 31 355 106800 -0.9394 -0.4598 32 356 107100 -0.9394 -0.4766 33 357 107400 -0.9394 -0.4642 34 358 107700 -0.9394 -0.439 35 359 108000 -0.9394 -0.4696 36 360 108300 -0.9394 -0.4606 37 Best Mean Stall Generation f-count f(x) f(x) Generations 361 108600 -0.9394 -0.4587 38 362 108900 -0.9394 -0.4737 39 363 109200 -0.9394 -0.4694 40 364 109500 -0.9394 -0.4498 41 365 109800 -0.9394 -0.4624 42 366 110100 -0.9394 -0.4994 43 367 110400 -0.9394 -0.469 44 368 110700 -0.9394 -0.4602 45 369 111000 -0.9394 -0.4962 46 370 111300 -0.9394 -0.51 47 371 111600 -0.9394 -0.5005 48 372 111900 -0.9394 -0.4638 49 373 112200 -0.9394 -0.4773 50 374 112500 -0.9394 -0.5001 51 375 112800 -0.9394 -0.487 52 376 113100 -0.9394 -0.4521 53 377 113400 -0.9394 -0.4566 54 378 113700 -0.9394 -0.4729 55 379 114000 -0.9394 -0.4456 56 380 114300 -0.9394 -0.4659 57 381 114600 -0.9394 -0.4746 58 382 114900 -0.9394 -0.4802 59 383 115200 -0.9394 -0.4694 60 384 115500 -0.9394 -0.5026 61 385 115800 -0.9394 -0.4836 62 386 116100 -0.9394 -0.469 63 387 116400 -0.9394 -0.4642 64 388 116700 -0.9394 -0.4552 65 389 117000 -0.9394 -0.4853 66 390 117300 -0.9394 -0.4684 67 Best Mean Stall Generation f-count f(x) f(x) Generations 391 117600 -0.9394 -0.4802 68 392 117900 -0.9394 -0.493 69 393 118200 -0.9394 -0.4655 70 394 118500 -0.9394 -0.5084 71 395 118800 -0.9394 -0.4872 72 396 119100 -0.9394 -0.4644 73 397 119400 -0.9394 -0.4944 74 398 119700 -0.9394 -0.4692 75 399 120000 -0.9394 -0.4752 76 400 120300 -0.9394 -0.5052 77 401 120600 -0.9394 -0.5113 78 402 120900 -0.9394 -0.4738 79 403 121200 -0.9394 -0.4549 80 404 121500 -0.9394 -0.4518 81 405 121800 -0.9394 -0.4782 82 406 122100 -0.9394 -0.4886 83 407 122400 -0.9394 -0.4855 84 408 122700 -0.9394 -0.4658 85 409 123000 -0.9394 -0.4737 86 410 123300 -0.9394 -0.4888 87 411 123600 -0.9394 -0.496 88 412 123900 -0.9394 -0.4577 89 413 124200 -0.9394 -0.482 90 414 124500 -0.9394 -0.5094 91 415 124800 -0.9394 -0.4814 92 416 125100 -0.9394 -0.5003 93 417 125400 -0.9394 -0.4632 94 418 125700 -0.9394 -0.4807 95 419 126000 -0.9394 -0.4756 96 420 126300 -0.9394 -0.451 97 Best Mean Stall Generation f-count f(x) f(x) Generations 421 126600 -0.9394 -0.4833 98 422 126900 -0.9394 -0.4653 99 423 127200 -0.9394 -0.4952 100 424 127500 -0.9394 -0.5044 101 425 127800 -0.9394 -0.4838 102 426 128100 -0.9394 -0.5019 103 427 128400 -0.9394 -0.4951 104 428 128700 -0.9394 -0.5065 105 429 129000 -0.9394 -0.4807 106 430 129300 -0.9394 -0.488 107 431 129600 -0.9394 -0.499 108 432 129900 -0.9394 -0.4875 109 433 130200 -0.9394 -0.503 110 434 130500 -0.9394 -0.5047 111 435 130800 -0.9394 -0.4784 112 436 131100 -0.9394 -0.478 113 437 131400 -0.9394 -0.5121 114 438 131700 -0.9394 -0.5098 115 439 132000 -0.9394 -0.4975 116 440 132300 -0.9394 -0.4738 117 441 132600 -0.9394 -0.4972 118 442 132900 -0.9394 -0.5037 119 443 133200 -0.9394 -0.491 120 444 133500 -0.9394 -0.5058 121 445 133800 -0.9394 -0.4922 122 446 134100 -0.9394 -0.504 123 447 134400 -0.9394 -0.4523 124 448 134700 -0.9394 -0.5109 125 449 135000 -0.9394 -0.4954 126 450 135300 -0.9394 -0.5022 127 Best Mean Stall Generation f-count f(x) f(x) Generations 451 135600 -0.9394 -0.4987 128 452 135900 -0.9394 -0.4942 129 453 136200 -0.9394 -0.5004 130 454 136500 -0.9394 -0.5345 131 455 136800 -0.9394 -0.4972 132 456 137100 -0.9394 -0.5338 133 457 137400 -0.9394 -0.5241 134 458 137700 -0.9394 -0.5038 135 459 138000 -0.9394 -0.5029 136 460 138300 -0.9394 -0.4928 137 461 138600 -0.9394 -0.4991 138 462 138900 -0.9394 -0.5193 139 463 139200 -0.9394 -0.5015 140 464 139500 -0.9394 -0.4902 141 465 139800 -0.9394 -0.5062 142 466 140100 -0.9394 -0.4632 143 467 140400 -0.9394 -0.4875 144 468 140700 -0.9394 -0.5165 145 469 141000 -0.9394 -0.4934 146 470 141300 -0.9394 -0.4897 147 471 141600 -0.9394 -0.505 148 472 141900 -0.9394 -0.5028 149 473 142200 -0.9394 -0.4822 150 474 142500 -0.9394 -0.534 151 475 142800 -0.9394 -0.4912 152 476 143100 -0.9394 -0.4682 153 477 143400 -0.9394 -0.4788 154 478 143700 -0.9394 -0.472 155 479 144000 -0.9394 -0.4732 156 480 144300 -0.9394 -0.4846 157 Best Mean Stall Generation f-count f(x) f(x) Generations 481 144600 -0.9394 -0.4587 158 482 144900 -0.9394 -0.4665 159 483 145200 -0.9394 -0.4926 160 484 145500 -0.9394 -0.4784 161 485 145800 -0.9394 -0.4709 162 486 146100 -0.9394 -0.4831 163 487 146400 -0.9394 -0.473 164 488 146700 -0.9394 -0.458 165 489 147000 -0.9394 -0.4607 166 490 147300 -0.9394 -0.5093 167 491 147600 -0.9394 -0.4797 168 492 147900 -0.9394 -0.4888 169 493 148200 -0.9394 -0.4727 170 494 148500 -0.9394 -0.5114 171 495 148800 -0.9394 -0.5108 172 496 149100 -0.9394 -0.5025 173 497 149400 -0.9394 -0.4987 174 498 149700 -0.9394 -0.4943 175 499 150000 -0.9394 -0.4865 176 500 150300 -0.9394 -0.5098 177 501 150600 -0.9394 -0.5211 178 502 150900 -0.9394 -0.4763 179 503 151200 -0.9394 -0.4976 180 504 151500 -0.9394 -0.454 181 505 151800 -0.9394 -0.4825 182 506 152100 -0.9394 -0.4716 183 507 152400 -0.9394 -0.4721 184 508 152700 -0.9394 -0.4707 185 509 153000 -0.9394 -0.4797 186 510 153300 -0.9394 -0.4783 187 Best Mean Stall Generation f-count f(x) f(x) Generations 511 153600 -0.9394 -0.4737 188 512 153900 -0.9394 -0.4706 189 513 154200 -0.9394 -0.487 190 514 154500 -0.9394 -0.478 191 515 154800 -0.9394 -0.4903 192 516 155100 -0.9394 -0.4466 193 517 155400 -0.9394 -0.4799 194 518 155700 -0.9394 -0.4757 195 519 156000 -0.9394 -0.4908 196 520 156300 -0.9394 -0.4784 197 521 156600 -0.9394 -0.479 198 522 156900 -0.9394 -0.4736 199 523 157200 -0.9394 -0.4618 200 524 157500 -0.9394 -0.4586 201 525 157800 -0.9394 -0.4793 202 526 158100 -0.9394 -0.4953 203 527 158400 -0.9394 -0.4814 204 528 158700 -0.9394 -0.4791 205 529 159000 -0.9394 -0.4804 206 530 159300 -0.9394 -0.4846 207 531 159600 -0.9394 -0.4936 208 532 159900 -0.9394 -0.4699 209 533 160200 -0.9394 -0.4861 210 534 160500 -0.9394 -0.4868 211 535 160800 -0.9394 -0.4999 212 536 161100 -0.9394 -0.4627 213 537 161400 -0.9394 -0.5019 214 538 161700 -0.9394 -0.4765 215 539 162000 -0.9394 -0.4636 216 540 162300 -0.9394 -0.4743 217 Best Mean Stall Generation f-count f(x) f(x) Generations 541 162600 -0.9394 -0.4848 218 542 162900 -0.9394 -0.5163 219 543 163200 -0.9394 -0.4893 220 544 163500 -0.9394 -0.4871 221 545 163800 -0.9394 -0.4845 222 546 164100 -0.9394 -0.4838 223 547 164400 -0.9394 -0.4739 224 548 164700 -0.9394 -0.4656 225 549 165000 -0.9394 -0.4813 226 550 165300 -0.9394 -0.4832 227 551 165600 -0.9394 -0.4582 228 552 165900 -0.9394 -0.4747 229 553 166200 -0.9394 -0.4559 230 554 166500 -0.9394 -0.5009 231 555 166800 -0.9394 -0.4689 232 556 167100 -0.9394 -0.5011 233 557 167400 -0.9394 -0.4833 234 558 167700 -0.9394 -0.4931 235 559 168000 -0.9394 -0.5033 236 560 168300 -0.9394 -0.515 237 561 168600 -0.9394 -0.4863 238 562 168900 -0.9394 -0.4825 239 563 169200 -0.9394 -0.4883 240 564 169500 -0.9394 -0.4896 241 565 169800 -0.9394 -0.453 242 566 170100 -0.9394 -0.4635 243 567 170400 -0.9394 -0.477 244 568 170700 -0.9394 -0.4774 245 569 171000 -0.9394 -0.4762 246 570 171300 -0.9394 -0.4815 247 Best Mean Stall Generation f-count f(x) f(x) Generations 571 171600 -0.9394 -0.4736 248 572 171900 -0.9394 -0.4789 249 573 172200 -0.9394 -0.4964 250 574 172500 -0.9394 -0.4656 251 575 172800 -0.9394 -0.4553 252 576 173100 -0.9394 -0.4683 253 577 173400 -0.9394 -0.4666 254 578 173700 -0.9394 -0.4519 255 579 174000 -0.9543 -0.4665 0 580 174300 -0.9543 -0.4937 1 581 174600 -0.9543 -0.4857 2 582 174900 -0.9543 -0.4727 3 583 175200 -0.9543 -0.4879 4 584 175500 -0.9543 -0.4729 5 585 175800 -0.9543 -0.5137 6 586 176100 -0.9543 -0.4712 7 587 176400 -0.9543 -0.4881 8 588 176700 -0.9543 -0.4806 9 589 177000 -0.9543 -0.4608 10 590 177300 -0.9543 -0.4468 11 591 177600 -0.9543 -0.4551 12 592 177900 -0.9543 -0.4731 13 593 178200 -0.9543 -0.494 14 594 178500 -0.9543 -0.5088 15 595 178800 -0.9543 -0.4762 16 596 179100 -0.9543 -0.4663 17 597 179400 -0.9543 -0.479 18 598 179700 -0.9543 -0.5115 19 599 180000 -0.9543 -0.5061 20 600 180300 -0.9543 -0.4825 21 Optimization terminated: maximum number of generations exceeded. Columns 1 through 11 9 13 13 2 8 17 7 8 10 14 15 Columns 12 through 22 8 13 12 8 12 3 17 4 13 1 9 Columns 23 through 33 8 7 5 13 18 14 10 16 4 17 7 Columns 34 through 44 12 6 7 6 4 1 15 6 8 6 5 Columns 45 through 50 11 16 1 11 18 7 s0 = Columns 1 through 7 1.0384 0.9743 0.9506 0.9772 0.9568 0.9492 0.9843 Columns 8 through 14 0.9822 0.9775 0.9948 0.9561 1.0510 0.9733 1.0185 Columns 15 through 21 1.0358 1.0047 1.0638 0.8312 0.8840 1.0506 1.0729 Columns 22 through 28 1.0570 0.9211 0.9095 1.0249 1.0245 1.0011 0.9950 Columns 29 through 35 0.9902 1.0044 1.0821 1.0743 0.8709 1.1238 0.9429 Columns 36 through 42 0.8346 0.9620 0.8796 0.8503 0.9737 1.0152 0.9783 Columns 43 through 49 0.9602 0.9195 0.9638 0.8871 0.9615 1.0460 0.9589 Column 50 0.8955 r0 = Columns 1 through 7 1.0000 0.3109 0.2392 0.0540 0.3273 0.0638 -0.1700 0.3109 1.0000 0.2783 0.0140 0.2255 -0.0584 -0.0911 0.2392 0.2783 1.0000 -0.1108 0.2432 -0.1058 -0.1606 0.0540 0.0140 -0.1108 1.0000 -0.1115 0.1968 -0.0788 0.3273 0.2255 0.2432 -0.1115 1.0000 0.0017 -0.1324 0.0638 -0.0584 -0.1058 0.1968 0.0017 1.0000 0.0016 -0.1700 -0.0911 -0.1606 -0.0788 -0.1324 0.0016 1.0000 0.3262 0.2051 0.2370 -0.0485 0.3105 0.0159 -0.2473 -0.1767 -0.1602 -0.0270 -0.1548 -0.0691 -0.1102 0.0018 -0.3071 -0.2367 -0.0786 -0.1856 -0.1572 -0.1245 0.0479 -0.1627 -0.0430 -0.0389 0.0873 -0.1574 0.1246 0.0940 0.1299 0.0984 0.1448 -0.1999 0.2000 -0.1235 -0.0843 0.2844 0.2894 0.2151 0.1193 0.1832 0.0914 -0.1292 0.0059 -0.1775 -0.2418 0.1621 -0.0510 0.2357 0.0734 0.2088 0.0583 0.1573 -0.1467 0.2821 0.1342 -0.0962 0.3827 0.2290 0.1315 0.0618 0.2802 0.0786 -0.0949 -0.2567 -0.1679 -0.0315 -0.1151 -0.1611 -0.1760 -0.0298 -0.0136 -0.0018 -0.0046 -0.0763 0.0006 -0.1496 0.0074 -0.2100 -0.0661 -0.0388 -0.0354 -0.1777 -0.1767 0.0279 0.3610 0.3538 0.2251 0.1334 0.2241 0.0953 -0.0680 0.1870 -0.0548 -0.1217 0.0929 0.1270 0.2096 0.0140 -0.3132 -0.2410 -0.0877 -0.1827 -0.1618 -0.0784 0.1025 0.1402 0.1586 0.2124 -0.2210 0.2183 -0.0585 0.0170 -0.1882 -0.1891 -0.0837 -0.1625 -0.0645 0.0055 0.1233 0.3208 0.3056 0.2639 -0.1313 0.2901 -0.1425 -0.0391 0.2475 0.3239 0.2024 0.1659 0.1108 0.0451 -0.0706 -0.1136 -0.1577 -0.0888 0.1927 -0.1403 0.1325 -0.2035 -0.2873 -0.2329 -0.0489 -0.1834 -0.1265 -0.0870 -0.0135 0.0936 -0.0402 -0.0613 -0.0207 0.0858 -0.0397 -0.0841 -0.2269 -0.0830 -0.1520 0.0981 -0.2399 0.0974 0.2545 -0.2453 -0.0232 -0.0121 0.0577 -0.2567 -0.2072 -0.0242 0.0133 -0.0845 -0.0594 -0.0110 0.0144 -0.1319 -0.1859 -0.1418 -0.0983 -0.0675 -0.0578 -0.0850 -0.0442 0.0326 -0.1351 -0.2530 -0.2511 0.0675 -0.1416 0.0476 0.0597 -0.2996 -0.1343 -0.1224 -0.1026 -0.2260 -0.1539 0.2086 -0.0161 -0.0162 -0.0725 0.0173 -0.0223 0.0906 0.1460 -0.3018 -0.3280 -0.2694 -0.0470 -0.2088 0.0361 0.1270 -0.0939 0.0052 -0.0463 0.1551 -0.1678 -0.0639 -0.0368 -0.0321 0.0584 0.0273 -0.0839 -0.0238 -0.1340 0.1363 -0.2384 -0.0564 -0.0729 -0.1161 -0.1839 -0.2144 0.2008 -0.2400 -0.0910 -0.1518 0.1644 -0.2812 0.0162 0.0898 0.3194 0.2182 0.2333 -0.0370 0.3019 0.0613 -0.1968 0.0901 -0.0981 -0.1118 -0.0261 0.0944 0.0969 0.0470 -0.2163 -0.1479 -0.1591 0.1397 -0.2376 0.0057 -0.0156 0.2227 0.2455 0.1812 -0.0295 0.1730 -0.1129 -0.0820 -0.0726 0.0632 0.0236 -0.0147 -0.0701 0.0024 0.1821 -0.2172 -0.0064 -0.0283 0.0486 -0.2205 -0.0761 0.1097 -0.1342 -0.2483 -0.2534 0.0759 -0.1456 0.0366 0.0451 -0.1609 -0.2084 -0.1205 0.0727 -0.1114 0.1894 -0.0708 0.1400 0.0234 -0.0498 0.1263 0.0537 0.1049 -0.0098 Columns 8 through 14 0.3262 -0.1767 -0.3071 -0.1627 0.1299 0.2844 0.0059 0.2051 -0.1602 -0.2367 -0.0430 0.0984 0.2894 -0.1775 0.2370 -0.0270 -0.0786 -0.0389 0.1448 0.2151 -0.2418 -0.0485 -0.1548 -0.1856 0.0873 -0.1999 0.1193 0.1621 0.3105 -0.0691 -0.1572 -0.1574 0.2000 0.1832 -0.0510 0.0159 -0.1102 -0.1245 0.1246 -0.1235 0.0914 0.2357 -0.2473 0.0018 0.0479 0.0940 -0.0843 -0.1292 0.0734 1.0000 -0.1188 -0.1811 -0.1645 0.2553 0.2163 -0.0745 -0.1188 1.0000 0.3238 -0.0235 -0.1657 -0.2578 0.0288 -0.1811 0.3238 1.0000 0.0611 -0.1026 -0.2846 -0.0442 -0.1645 -0.0235 0.0611 1.0000 -0.1618 0.0628 -0.0657 0.2553 -0.1657 -0.1026 -0.1618 1.0000 0.1043 -0.1972 0.2163 -0.2578 -0.2846 0.0628 0.1043 1.0000 -0.1286 -0.0745 0.0288 -0.0442 -0.0657 -0.1972 -0.1286 1.0000 0.2495 0.0535 -0.0099 -0.0489 0.1048 0.0827 0.0616 0.2671 -0.1721 -0.3023 -0.2134 0.1144 0.1966 0.1111 -0.1828 0.3733 0.3686 0.0228 -0.2047 -0.2690 -0.0537 0.0009 0.0288 0.0231 -0.1431 0.0866 -0.0806 -0.0396 -0.1532 0.0697 0.1447 0.0544 -0.0137 -0.1021 -0.1623 0.2101 -0.2687 -0.3485 0.0186 0.0537 0.3659 -0.0717 0.0933 -0.0194 -0.1421 -0.1909 -0.0641 -0.0447 0.3834 -0.2221 0.3595 0.3968 0.1108 -0.1862 -0.2927 -0.0002 0.1707 -0.0351 -0.0305 -0.0122 0.2117 0.1221 -0.1738 -0.1306 0.2368 0.2557 0.0598 -0.1025 -0.2129 0.0722 0.2182 -0.0335 -0.1577 -0.2063 0.1325 0.1481 -0.1052 0.1239 -0.2622 -0.2922 0.1023 0.0202 0.3512 -0.1606 -0.0516 0.1252 0.1247 0.1111 -0.2170 -0.0543 0.1034 -0.1171 0.2807 0.3600 0.0890 -0.0363 -0.2309 -0.0784 0.1586 -0.1311 -0.1245 -0.2634 0.2719 -0.0293 0.0736 -0.2808 -0.0716 0.0284 0.3012 -0.1765 -0.0057 -0.0062 -0.2079 0.0691 0.1508 0.1372 -0.1065 -0.0557 -0.2431 0.1301 -0.0389 -0.0229 -0.2808 0.2412 -0.0932 0.0097 -0.0307 -0.0798 0.0384 0.0401 0.1708 -0.0343 -0.0997 -0.1826 0.2581 0.1689 -0.1293 -0.2873 -0.3149 0.3503 -0.2514 0.0578 0.1740 0.1064 -0.0074 -0.1656 -0.1250 -0.0478 -0.1209 -0.0814 0.0697 0.0281 0.0338 0.0512 -0.1868 0.0909 0.1947 0.0346 -0.0081 -0.2608 0.1327 -0.1248 -0.0177 0.0008 0.0642 -0.1236 0.0031 -0.0625 -0.1012 0.0689 0.0451 -0.0177 -0.0588 -0.0555 -0.0610 -0.2068 -0.0023 0.1076 0.0522 0.0669 -0.1171 -0.1840 -0.2194 -0.1380 -0.0013 0.2276 -0.0610 0.0144 -0.0929 0.3450 -0.1750 -0.2129 -0.0927 0.2596 0.2614 -0.0881 0.0470 0.0741 -0.0193 -0.1998 -0.0295 -0.1339 0.2986 -0.1480 -0.0601 0.0464 0.1145 -0.0317 -0.0528 -0.0306 0.2125 -0.2446 -0.2391 -0.1222 0.2935 0.2217 -0.1984 -0.1426 -0.0204 0.0132 0.1964 -0.1058 0.0524 -0.0939 -0.2169 -0.0268 0.0771 0.2430 -0.0971 0.0162 -0.1959 -0.1653 0.2109 0.1411 -0.1384 -0.2339 -0.2954 0.3239 -0.0361 0.0200 0.1088 0.1770 -0.0400 -0.0371 0.0725 0.0170 0.0276 -0.0951 -0.1095 -0.1650 -0.0132 0.2385 Columns 15 through 21 0.2088 0.3827 -0.2567 -0.0136 -0.2100 0.3610 0.1870 0.0583 0.2290 -0.1679 -0.0018 -0.0661 0.3538 -0.0548 0.1573 0.1315 -0.0315 -0.0046 -0.0388 0.2251 -0.1217 -0.1467 0.0618 -0.1151 -0.0763 -0.0354 0.1334 0.0929 0.2821 0.2802 -0.1611 0.0006 -0.1777 0.2241 0.1270 0.1342 0.0786 -0.1760 -0.1496 -0.1767 0.0953 0.2096 -0.0962 -0.0949 -0.0298 0.0074 0.0279 -0.0680 0.0140 0.2495 0.2671 -0.1828 0.0009 -0.1532 0.2101 0.0933 0.0535 -0.1721 0.3733 0.0288 0.0697 -0.2687 -0.0194 -0.0099 -0.3023 0.3686 0.0231 0.1447 -0.3485 -0.1421 -0.0489 -0.2134 0.0228 -0.1431 0.0544 0.0186 -0.1909 0.1048 0.1144 -0.2047 0.0866 -0.0137 0.0537 -0.0641 0.0827 0.1966 -0.2690 -0.0806 -0.1021 0.3659 -0.0447 0.0616 0.1111 -0.0537 -0.0396 -0.1623 -0.0717 0.3834 1.0000 0.1693 -0.0760 -0.0874 -0.2326 0.0873 0.1881 0.1693 1.0000 -0.2704 0.0171 -0.2177 0.2904 0.2805 -0.0760 -0.2704 1.0000 0.0448 0.1738 -0.3059 -0.1522 -0.0874 0.0171 0.0448 1.0000 0.0664 -0.0686 -0.0115 -0.2326 -0.2177 0.1738 0.0664 1.0000 -0.1495 -0.2500 0.0873 0.2904 -0.3059 -0.0686 -0.1495 1.0000 0.0420 0.1881 0.2805 -0.1522 -0.0115 -0.2500 0.0420 1.0000 0.0298 -0.3086 0.3871 -0.0135 0.1122 -0.3349 -0.1099 0.2181 0.0847 -0.0976 -0.0118 -0.0728 0.1291 -0.0624 0.1129 -0.1635 0.2044 -0.0260 0.0039 -0.2269 0.0220 0.1327 0.2861 -0.0901 0.0760 -0.0979 0.2516 0.0715 -0.0439 0.1595 -0.2343 -0.0663 -0.0390 0.3917 -0.1119 -0.0164 -0.1418 0.1871 -0.0883 0.0284 -0.1314 -0.0054 0.0428 -0.3043 0.3218 -0.0057 0.1271 -0.3295 -0.1679 -0.0075 0.1641 -0.1712 0.1195 -0.0394 -0.0443 0.1621 -0.1794 -0.2169 -0.0275 -0.0932 0.0877 -0.0111 -0.1540 -0.3543 -0.2906 0.2426 0.0511 0.2957 -0.1164 -0.3822 -0.0986 0.0671 -0.0148 0.1571 0.0636 -0.1474 0.0600 -0.0856 -0.1287 -0.0512 0.0280 0.0951 -0.1103 -0.1370 -0.0416 -0.0251 0.2366 0.0460 -0.0247 -0.2633 0.2864 -0.2351 -0.2689 0.1305 0.0596 0.2080 -0.1987 -0.2349 -0.0020 0.0139 -0.1578 -0.0350 -0.0442 0.0494 0.0410 -0.0734 -0.2152 0.0924 0.0191 0.0738 -0.3281 0.0268 -0.2582 -0.1058 0.0876 0.0231 0.1461 -0.0103 -0.1497 -0.0871 -0.0227 0.0844 0.0566 0.0640 0.0031 -0.0612 -0.2715 -0.2114 0.0759 0.0991 0.2213 -0.1355 -0.2589 -0.3145 -0.2389 -0.0270 -0.0294 0.1847 -0.0514 -0.2485 0.2568 0.2536 -0.2464 -0.0349 -0.1661 0.2537 0.0688 0.1618 0.1818 -0.0376 0.0313 -0.1712 -0.0665 0.3672 -0.2466 -0.2017 0.0356 0.0017 0.1570 -0.1342 -0.1580 -0.0296 0.1880 -0.2433 0.0730 -0.0027 0.2328 -0.0793 -0.0591 -0.1013 -0.0011 -0.0602 0.0445 0.0808 -0.1474 -0.2531 -0.2573 0.0862 -0.0274 0.2004 -0.0239 -0.3274 -0.0708 -0.0233 0.1978 0.0583 -0.0086 -0.2571 0.2626 0.0781 -0.1725 0.0256 -0.1189 -0.0123 -0.1450 -0.0217 0.0508 0.1838 -0.0238 -0.0057 -0.1313 0.0732 0.2737 Columns 22 through 28 -0.3132 0.1402 -0.1882 0.3208 0.2475 -0.1136 -0.2873 -0.2410 0.1586 -0.1891 0.3056 0.3239 -0.1577 -0.2329 -0.0877 0.2124 -0.0837 0.2639 0.2024 -0.0888 -0.0489 -0.1827 -0.2210 -0.1625 -0.1313 0.1659 0.1927 -0.1834 -0.1618 0.2183 -0.0645 0.2901 0.1108 -0.1403 -0.1265 -0.0784 -0.0585 0.0055 -0.1425 0.0451 0.1325 -0.0870 0.1025 0.0170 0.1233 -0.0391 -0.0706 -0.2035 -0.0135 -0.2221 0.1707 -0.1306 0.2182 0.1239 -0.0516 -0.1171 0.3595 -0.0351 0.2368 -0.0335 -0.2622 0.1252 0.2807 0.3968 -0.0305 0.2557 -0.1577 -0.2922 0.1247 0.3600 0.1108 -0.0122 0.0598 -0.2063 0.1023 0.1111 0.0890 -0.1862 0.2117 -0.1025 0.1325 0.0202 -0.2170 -0.0363 -0.2927 0.1221 -0.2129 0.1481 0.3512 -0.0543 -0.2309 -0.0002 -0.1738 0.0722 -0.1052 -0.1606 0.1034 -0.0784 0.0298 0.2181 0.1129 0.1327 -0.0439 -0.0164 0.0428 -0.3086 0.0847 -0.1635 0.2861 0.1595 -0.1418 -0.3043 0.3871 -0.0976 0.2044 -0.0901 -0.2343 0.1871 0.3218 -0.0135 -0.0118 -0.0260 0.0760 -0.0663 -0.0883 -0.0057 0.1122 -0.0728 0.0039 -0.0979 -0.0390 0.0284 0.1271 -0.3349 0.1291 -0.2269 0.2516 0.3917 -0.1314 -0.3295 -0.1099 -0.0624 0.0220 0.0715 -0.1119 -0.0054 -0.1679 1.0000 -0.0216 0.3080 -0.1565 -0.2925 0.1287 0.3663 -0.0216 1.0000 0.0291 0.1951 0.0747 -0.2013 0.0021 0.3080 0.0291 1.0000 -0.0947 -0.2435 0.0393 0.2378 -0.1565 0.1951 -0.0947 1.0000 0.1588 -0.2512 -0.1927 -0.2925 0.0747 -0.2435 0.1588 1.0000 -0.0736 -0.2702 0.1287 -0.2013 0.0393 -0.2512 -0.0736 1.0000 0.1572 0.3663 0.0021 0.2378 -0.1927 -0.2702 0.1572 1.0000 -0.2086 -0.0209 -0.1172 0.0398 -0.0973 -0.0932 -0.1038 0.0788 -0.0622 0.0496 -0.2143 0.0757 -0.0032 0.0153 0.1142 -0.1403 -0.0538 -0.1360 0.0600 0.1172 0.1292 -0.1342 -0.0983 -0.1210 -0.0130 -0.1463 0.0218 -0.0041 -0.0094 0.0132 -0.0117 -0.1413 -0.0559 -0.0349 0.0786 0.2068 -0.2410 0.1640 -0.0969 -0.3082 0.1608 0.0857 0.1654 -0.0348 0.0827 -0.1395 -0.0986 -0.0795 0.1428 -0.0645 0.0311 -0.0013 -0.0434 0.0345 -0.1015 -0.0762 0.1847 -0.1149 0.1583 -0.2870 -0.2976 0.0750 0.1990 -0.0218 -0.1614 -0.1002 -0.0860 0.0882 0.1072 -0.0215 0.0670 0.0293 0.0334 0.1188 0.0123 -0.1351 -0.0159 0.0791 -0.0051 0.0127 -0.0571 -0.0363 -0.1599 0.0717 -0.0265 -0.1473 -0.0829 -0.2723 0.0927 0.0774 0.0144 -0.2424 0.2002 -0.1329 0.1927 0.1724 -0.0797 -0.1380 0.0056 -0.0303 0.0897 0.0696 -0.1958 -0.0371 -0.0548 0.0029 -0.1754 -0.0572 -0.2677 -0.0199 0.1482 0.0683 -0.3065 0.1346 -0.2299 0.2116 0.2238 -0.2122 -0.2104 0.0651 0.0618 0.0412 -0.0013 0.1219 -0.0876 -0.0079 0.0809 -0.0495 -0.0172 -0.1479 0.1155 0.0244 0.0710 0.1606 -0.2425 0.1262 -0.1094 -0.2914 0.1480 0.0686 0.1136 -0.0646 0.0935 -0.3091 -0.1086 0.2433 0.1830 -0.0604 -0.0952 -0.0144 0.0906 -0.0058 0.0385 -0.1424 Columns 29 through 35 0.0936 -0.2269 -0.2453 0.0133 -0.1418 -0.1351 -0.2996 -0.0402 -0.0830 -0.0232 -0.0845 -0.0983 -0.2530 -0.1343 -0.0613 -0.1520 -0.0121 -0.0594 -0.0675 -0.2511 -0.1224 -0.0207 0.0981 0.0577 -0.0110 -0.0578 0.0675 -0.1026 0.0858 -0.2399 -0.2567 0.0144 -0.0850 -0.1416 -0.2260 -0.0397 0.0974 -0.2072 -0.1319 -0.0442 0.0476 -0.1539 -0.0841 0.2545 -0.0242 -0.1859 0.0326 0.0597 0.2086 0.1586 -0.2808 -0.2079 0.1301 -0.0307 -0.1826 -0.2514 -0.1311 -0.0716 0.0691 -0.0389 -0.0798 0.2581 0.0578 -0.1245 0.0284 0.1508 -0.0229 0.0384 0.1689 0.1740 -0.2634 0.3012 0.1372 -0.2808 0.0401 -0.1293 0.1064 0.2719 -0.1765 -0.1065 0.2412 0.1708 -0.2873 -0.0074 -0.0293 -0.0057 -0.0557 -0.0932 -0.0343 -0.3149 -0.1656 0.0736 -0.0062 -0.2431 0.0097 -0.0997 0.3503 -0.1250 -0.0075 -0.1794 -0.3543 -0.0986 -0.0856 -0.0416 -0.2351 0.1641 -0.2169 -0.2906 0.0671 -0.1287 -0.0251 -0.2689 -0.1712 -0.0275 0.2426 -0.0148 -0.0512 0.2366 0.1305 0.1195 -0.0932 0.0511 0.1571 0.0280 0.0460 0.0596 -0.0394 0.0877 0.2957 0.0636 0.0951 -0.0247 0.2080 -0.0443 -0.0111 -0.1164 -0.1474 -0.1103 -0.2633 -0.1987 0.1621 -0.1540 -0.3822 0.0600 -0.1370 0.2864 -0.2349 -0.2086 0.0788 0.1142 -0.1342 -0.0094 0.2068 0.1654 -0.0209 -0.0622 -0.1403 -0.0983 0.0132 -0.2410 -0.0348 -0.1172 0.0496 -0.0538 -0.1210 -0.0117 0.1640 0.0827 0.0398 -0.2143 -0.1360 -0.0130 -0.1413 -0.0969 -0.1395 -0.0973 0.0757 0.0600 -0.1463 -0.0559 -0.3082 -0.0986 -0.0932 -0.0032 0.1172 0.0218 -0.0349 0.1608 -0.0795 -0.1038 0.0153 0.1292 -0.0041 0.0786 0.0857 0.1428 1.0000 -0.2124 -0.1361 0.3693 0.1073 0.0238 -0.0563 -0.2124 1.0000 0.1507 -0.2635 0.0703 -0.0701 0.2100 -0.1361 0.1507 1.0000 0.0252 0.0807 -0.0632 0.2408 0.3693 -0.2635 0.0252 1.0000 0.1215 0.0719 -0.0183 0.1073 0.0703 0.0807 0.1215 1.0000 -0.1317 0.1419 0.0238 -0.0701 -0.0632 0.0719 -0.1317 1.0000 -0.0225 -0.0563 0.2100 0.2408 -0.0183 0.1419 -0.0225 1.0000 0.0100 0.1354 -0.0852 -0.0790 0.0513 -0.0638 0.0452 0.0893 0.1008 0.0132 0.1094 0.1502 0.1708 0.1689 -0.0550 0.0905 0.2706 0.0364 0.0105 0.0140 0.0891 -0.0827 0.0491 0.0797 -0.0866 -0.0497 0.0312 0.1034 -0.0041 0.1758 0.2573 0.0307 0.1521 -0.0877 0.3111 -0.0605 0.2983 0.2977 -0.0180 0.1639 -0.1255 0.2225 0.1212 -0.1997 -0.2217 0.0567 -0.0085 -0.2533 -0.2316 0.1468 -0.1581 -0.3054 0.0802 -0.0978 0.2872 -0.1381 0.0320 0.1466 0.2384 0.1133 0.1465 -0.0163 0.1484 0.1747 -0.1075 -0.0048 0.1460 0.0684 -0.2943 -0.0402 -0.2199 0.2359 0.0911 -0.2716 -0.0112 -0.1169 0.1232 -0.1938 0.2808 0.3285 -0.1447 0.0916 -0.1532 0.2350 0.0700 -0.0722 -0.0452 0.1221 -0.0924 0.4685 -0.0095 -0.0377 0.0950 -0.0122 -0.0183 0.0993 0.0009 -0.0056 0.0164 -0.0881 -0.1554 -0.0166 -0.1693 0.2343 -0.1622 Columns 36 through 42 -0.0161 -0.3018 -0.0939 -0.0321 -0.2384 -0.2400 0.3194 -0.0162 -0.3280 0.0052 0.0584 -0.0564 -0.0910 0.2182 -0.0725 -0.2694 -0.0463 0.0273 -0.0729 -0.1518 0.2333 0.0173 -0.0470 0.1551 -0.0839 -0.1161 0.1644 -0.0370 -0.0223 -0.2088 -0.1678 -0.0238 -0.1839 -0.2812 0.3019 0.0906 0.0361 -0.0639 -0.1340 -0.2144 0.0162 0.0613 0.1460 0.1270 -0.0368 0.1363 0.2008 0.0898 -0.1968 -0.0478 -0.1868 -0.1248 -0.1012 -0.2068 -0.2194 0.3450 -0.1209 0.0909 -0.0177 0.0689 -0.0023 -0.1380 -0.1750 -0.0814 0.1947 0.0008 0.0451 0.1076 -0.0013 -0.2129 0.0697 0.0346 0.0642 -0.0177 0.0522 0.2276 -0.0927 0.0281 -0.0081 -0.1236 -0.0588 0.0669 -0.0610 0.2596 0.0338 -0.2608 0.0031 -0.0555 -0.1171 0.0144 0.2614 0.0512 0.1327 -0.0625 -0.0610 -0.1840 -0.0929 -0.0881 -0.0020 -0.0734 -0.2582 -0.0871 -0.2715 -0.3145 0.2568 0.0139 -0.2152 -0.1058 -0.0227 -0.2114 -0.2389 0.2536 -0.1578 0.0924 0.0876 0.0844 0.0759 -0.0270 -0.2464 -0.0350 0.0191 0.0231 0.0566 0.0991 -0.0294 -0.0349 -0.0442 0.0738 0.1461 0.0640 0.2213 0.1847 -0.1661 0.0494 -0.3281 -0.0103 0.0031 -0.1355 -0.0514 0.2537 0.0410 0.0268 -0.1497 -0.0612 -0.2589 -0.2485 0.0688 -0.0645 0.1847 -0.0218 0.0670 0.0791 -0.0265 -0.2424 0.0311 -0.1149 -0.1614 0.0293 -0.0051 -0.1473 0.2002 -0.0013 0.1583 -0.1002 0.0334 0.0127 -0.0829 -0.1329 -0.0434 -0.2870 -0.0860 0.1188 -0.0571 -0.2723 0.1927 0.0345 -0.2976 0.0882 0.0123 -0.0363 0.0927 0.1724 -0.1015 0.0750 0.1072 -0.1351 -0.1599 0.0774 -0.0797 -0.0762 0.1990 -0.0215 -0.0159 0.0717 0.0144 -0.1380 0.0100 0.0893 -0.0550 -0.0827 -0.0041 -0.0605 0.1212 0.1354 0.1008 0.0905 0.0491 0.1758 0.2983 -0.1997 -0.0852 0.0132 0.2706 0.0797 0.2573 0.2977 -0.2217 -0.0790 0.1094 0.0364 -0.0866 0.0307 -0.0180 0.0567 0.0513 0.1502 0.0105 -0.0497 0.1521 0.1639 -0.0085 -0.0638 0.1708 0.0140 0.0312 -0.0877 -0.1255 -0.2533 0.0452 0.1689 0.0891 0.1034 0.3111 0.2225 -0.2316 1.0000 0.0530 -0.0458 -0.0028 0.0454 0.0735 0.0006 0.0530 1.0000 -0.0212 -0.0536 0.1122 0.1214 -0.1856 -0.0458 -0.0212 1.0000 0.0300 0.1035 0.1982 -0.1369 -0.0028 -0.0536 0.0300 1.0000 0.1296 -0.0181 -0.1065 0.0454 0.1122 0.1035 0.1296 1.0000 0.2208 -0.1902 0.0735 0.1214 0.1982 -0.0181 0.2208 1.0000 -0.1694 0.0006 -0.1856 -0.1369 -0.1065 -0.1902 -0.1694 1.0000 0.0147 0.0754 -0.1502 -0.0148 -0.1608 -0.2476 0.0108 0.0112 0.1566 0.1640 -0.0645 0.1359 0.2948 -0.1385 0.0202 -0.1715 0.0036 0.0052 0.0620 0.0052 0.2216 0.0736 -0.0499 0.0304 0.0993 0.1188 0.1159 -0.0858 0.0304 0.0223 0.1746 0.0700 0.2364 0.3086 -0.1724 -0.0554 0.1807 0.0268 0.0147 -0.0624 -0.0880 -0.2334 0.0241 0.1872 -0.0225 -0.1724 -0.0891 0.1213 -0.0078 -0.0184 -0.0693 -0.0165 0.0127 -0.1730 -0.1542 -0.0130 Columns 43 through 49 0.0901 -0.2163 0.2227 -0.0726 -0.2172 -0.1342 -0.1609 -0.0981 -0.1479 0.2455 0.0632 -0.0064 -0.2483 -0.2084 -0.1118 -0.1591 0.1812 0.0236 -0.0283 -0.2534 -0.1205 -0.0261 0.1397 -0.0295 -0.0147 0.0486 0.0759 0.0727 0.0944 -0.2376 0.1730 -0.0701 -0.2205 -0.1456 -0.1114 0.0969 0.0057 -0.1129 0.0024 -0.0761 0.0366 0.1894 0.0470 -0.0156 -0.0820 0.1821 0.1097 0.0451 -0.0708 0.0470 -0.1480 0.2125 -0.1426 -0.2169 -0.1653 -0.0361 0.0741 -0.0601 -0.2446 -0.0204 -0.0268 0.2109 0.0200 -0.0193 0.0464 -0.2391 0.0132 0.0771 0.1411 0.1088 -0.1998 0.1145 -0.1222 0.1964 0.2430 -0.1384 0.1770 -0.0295 -0.0317 0.2935 -0.1058 -0.0971 -0.2339 -0.0400 -0.1339 -0.0528 0.2217 0.0524 0.0162 -0.2954 -0.0371 0.2986 -0.0306 -0.1984 -0.0939 -0.1959 0.3239 0.0725 0.1618 -0.2466 -0.0296 -0.0591 -0.2531 -0.0708 0.0781 0.1818 -0.2017 0.1880 -0.1013 -0.2573 -0.0233 -0.1725 -0.0376 0.0356 -0.2433 -0.0011 0.0862 0.1978 0.0256 0.0313 0.0017 0.0730 -0.0602 -0.0274 0.0583 -0.1189 -0.1712 0.1570 -0.0027 0.0445 0.2004 -0.0086 -0.0123 -0.0665 -0.1342 0.2328 0.0808 -0.0239 -0.2571 -0.1450 0.3672 -0.1580 -0.0793 -0.1474 -0.3274 0.2626 -0.0217 0.0056 0.0029 -0.3065 0.0651 0.0809 0.1606 0.1136 -0.0303 -0.1754 0.1346 0.0618 -0.0495 -0.2425 -0.0646 0.0897 -0.0572 -0.2299 0.0412 -0.0172 0.1262 0.0935 0.0696 -0.2677 0.2116 -0.0013 -0.1479 -0.1094 -0.3091 -0.1958 -0.0199 0.2238 0.1219 0.1155 -0.2914 -0.1086 -0.0371 0.1482 -0.2122 -0.0876 0.0244 0.1480 0.2433 -0.0548 0.0683 -0.2104 -0.0079 0.0710 0.0686 0.1830 0.1468 0.0320 0.1747 -0.2199 -0.1938 0.0700 -0.0377 -0.1581 0.1466 -0.1075 0.2359 0.2808 -0.0722 0.0950 -0.3054 0.2384 -0.0048 0.0911 0.3285 -0.0452 -0.0122 0.0802 0.1133 0.1460 -0.2716 -0.1447 0.1221 -0.0183 -0.0978 0.1465 0.0684 -0.0112 0.0916 -0.0924 0.0993 0.2872 -0.0163 -0.2943 -0.1169 -0.1532 0.4685 0.0009 -0.1381 0.1484 -0.0402 0.1232 0.2350 -0.0095 -0.0056 0.0147 0.0112 0.0202 0.0736 0.0304 -0.0554 0.0241 0.0754 0.1566 -0.1715 -0.0499 0.0223 0.1807 0.1872 -0.1502 0.1640 0.0036 0.0304 0.1746 0.0268 -0.0225 -0.0148 -0.0645 0.0052 0.0993 0.0700 0.0147 -0.1724 -0.1608 0.1359 0.0620 0.1188 0.2364 -0.0624 -0.0891 -0.2476 0.2948 0.0052 0.1159 0.3086 -0.0880 0.1213 0.0108 -0.1385 0.2216 -0.0858 -0.1724 -0.2334 -0.0078 1.0000 -0.1515 -0.0965 -0.1329 -0.2837 0.2621 -0.0400 -0.1515 1.0000 -0.0259 -0.0089 0.1837 0.0186 0.1470 -0.0965 -0.0259 1.0000 -0.0289 -0.0123 -0.2474 -0.1625 -0.1329 -0.0089 -0.0289 1.0000 0.1916 -0.1322 -0.0346 -0.2837 0.1837 -0.0123 0.1916 1.0000 -0.1409 0.0333 0.2621 0.0186 -0.2474 -0.1322 -0.1409 1.0000 0.0067 -0.0400 0.1470 -0.1625 -0.0346 0.0333 0.0067 1.0000 0.2032 -0.1094 -0.0750 -0.0608 -0.1649 0.2050 -0.0843 Column 50 0.1400 0.0234 -0.0498 0.1263 0.0537 0.1049 -0.0098 0.0170 0.0276 -0.0951 -0.1095 -0.1650 -0.0132 0.2385 0.0508 0.1838 -0.0238 -0.0057 -0.1313 0.0732 0.2737 -0.0604 -0.0952 -0.0144 0.0906 -0.0058 0.0385 -0.1424 0.0164 -0.0881 -0.1554 -0.0166 -0.1693 0.2343 -0.1622 -0.0184 -0.0693 -0.0165 0.0127 -0.1730 -0.1542 -0.0130 0.2032 -0.1094 -0.0750 -0.0608 -0.1649 0.2050 -0.0843 1.0000 Best Mean Stall Generation f-count f(x) f(x) Generations 1 600 -0.4058 -0.2407 0 2 900 -0.4058 -0.2837 1 3 1200 -0.4058 -0.2848 2 4 1500 -0.4257 -0.2818 0 5 1800 -0.4257 -0.2883 1 6 2100 -0.4257 -0.2927 2 7 2400 -0.4257 -0.2978 3 8 2700 -0.4257 -0.2972 4 9 3000 -0.4257 -0.286 5 10 3300 -0.4257 -0.2941 6 11 3600 -0.4257 -0.2916 7 12 3900 -0.4257 -0.2959 8 13 4200 -0.4257 -0.2947 9 14 4500 -0.4257 -0.3 10 15 4800 -0.4257 -0.2954 11 16 5100 -0.4257 -0.2981 12 17 5400 -0.4257 -0.3064 13 18 5700 -0.4257 -0.2993 14 19 6000 -0.4257 -0.2993 15 20 6300 -0.4257 -0.3056 16 21 6600 -0.4257 -0.3009 17 22 6900 -0.4257 -0.2967 18 23 7200 -0.4257 -0.3074 19 24 7500 -0.4257 -0.3052 20 25 7800 -0.4257 -0.3027 21 26 8100 -0.4257 -0.3072 22 27 8400 -0.4257 -0.3076 23 28 8700 -0.4257 -0.2997 24 29 9000 -0.4257 -0.3047 25 30 9300 -0.4257 -0.2992 26 Best Mean Stall Generation f-count f(x) f(x) Generations 31 9600 -0.4257 -0.3035 27 32 9900 -0.4257 -0.3089 28 33 10200 -0.4257 -0.303 29 34 10500 -0.4257 -0.3014 30 35 10800 -0.4257 -0.3116 31 36 11100 -0.4257 -0.3026 32 37 11400 -0.4257 -0.3062 33 38 11700 -0.4257 -0.2994 34 39 12000 -0.4257 -0.3052 35 40 12300 -0.4257 -0.3088 36 41 12600 -0.4257 -0.3031 37 42 12900 -0.4257 -0.309 38 43 13200 -0.4257 -0.2966 39 44 13500 -0.4257 -0.302 40 45 13800 -0.4257 -0.3029 41 46 14100 -0.4257 -0.2966 42 47 14400 -0.4257 -0.3017 43 48 14700 -0.4257 -0.3011 44 49 15000 -0.4257 -0.298 45 50 15300 -0.4257 -0.296 46 51 15600 -0.4257 -0.301 47 52 15900 -0.4257 -0.2948 48 53 16200 -0.4257 -0.3044 49 54 16500 -0.4316 -0.3042 0 55 16800 -0.4316 -0.3079 1 56 17100 -0.4316 -0.3126 2 57 17400 -0.4316 -0.3194 3 58 17700 -0.4316 -0.3103 4 59 18000 -0.4316 -0.3203 5 60 18300 -0.4316 -0.3085 6 Best Mean Stall Generation f-count f(x) f(x) Generations 61 18600 -0.4316 -0.3189 7 62 18900 -0.4316 -0.3186 8 63 19200 -0.4319 -0.3106 0 64 19500 -0.4985 -0.3106 0 65 19800 -0.5424 -0.3183 0 66 20100 -0.5467 -0.3079 0 67 20400 -0.5851 -0.3267 0 68 20700 -0.5961 -0.3366 0 69 21000 -0.5961 -0.3229 1 70 21300 -0.5961 -0.3322 2 71 21600 -0.5961 -0.331 3 72 21900 -0.5961 -0.3269 4 73 22200 -0.5961 -0.3262 5 74 22500 -0.5961 -0.3324 6 75 22800 -0.5961 -0.3424 7 76 23100 -0.5961 -0.3436 8 77 23400 -0.5961 -0.3331 9 78 23700 -0.5961 -0.3266 10 79 24000 -0.5961 -0.3315 11 80 24300 -0.5961 -0.3242 12 81 24600 -0.5961 -0.3285 13 82 24900 -0.5961 -0.3338 14 83 25200 -0.5961 -0.333 15 84 25500 -0.5961 -0.3397 16 85 25800 -0.5961 -0.3223 17 86 26100 -0.5961 -0.3324 18 87 26400 -0.5961 -0.3306 19 88 26700 -0.5961 -0.3361 20 89 27000 -0.5961 -0.3275 21 90 27300 -0.5961 -0.335 22 Best Mean Stall Generation f-count f(x) f(x) Generations 91 27600 -0.5961 -0.3337 23 92 27900 -0.5961 -0.3332 24 93 28200 -0.5961 -0.3291 25 94 28500 -0.5961 -0.3279 26 95 28800 -0.5961 -0.3466 27 96 29100 -0.5961 -0.3358 28 97 29400 -0.5961 -0.3434 29 98 29700 -0.5961 -0.3458 30 99 30000 -0.5961 -0.3393 31 100 30300 -0.5961 -0.3427 32 101 30600 -0.5961 -0.3392 33 102 30900 -0.5961 -0.3367 34 103 31200 -0.5961 -0.3539 35 104 31500 -0.5961 -0.3403 36 105 31800 -0.5961 -0.3343 37 106 32100 -0.5961 -0.3402 38 107 32400 -0.5961 -0.3389 39 108 32700 -0.5961 -0.3444 40 109 33000 -0.5961 -0.3247 41 110 33300 -0.5961 -0.336 42 111 33600 -0.5961 -0.3317 43 112 33900 -0.5961 -0.3413 44 113 34200 -0.5961 -0.3369 45 114 34500 -0.5961 -0.3344 46 115 34800 -0.5961 -0.3445 47 116 35100 -0.5961 -0.3425 48 117 35400 -0.5961 -0.3384 49 118 35700 -0.5961 -0.3369 50 119 36000 -0.5961 -0.345 51 120 36300 -0.5961 -0.3418 52 Best Mean Stall Generation f-count f(x) f(x) Generations 121 36600 -0.5961 -0.3372 53 122 36900 -0.5961 -0.3444 54 123 37200 -0.5961 -0.3364 55 124 37500 -0.5961 -0.341 56 125 37800 -0.5961 -0.348 57 126 38100 -0.5961 -0.3421 58 127 38400 -0.5961 -0.3191 59 128 38700 -0.5961 -0.3347 60 129 39000 -0.5961 -0.3373 61 130 39300 -0.5961 -0.3485 62 131 39600 -0.5961 -0.3411 63 132 39900 -0.5961 -0.3354 64 133 40200 -0.5961 -0.3444 65 134 40500 -0.5961 -0.3449 66 135 40800 -0.5961 -0.33 67 136 41100 -0.5961 -0.3415 68 137 41400 -0.5961 -0.3322 69 138 41700 -0.5961 -0.3529 70 139 42000 -0.5961 -0.3478 71 140 42300 -0.5961 -0.3245 72 141 42600 -0.5961 -0.3429 73 142 42900 -0.5961 -0.3398 74 143 43200 -0.5961 -0.3389 75 144 43500 -0.5961 -0.3399 76 145 43800 -0.5961 -0.3453 77 146 44100 -0.5961 -0.3433 78 147 44400 -0.5961 -0.3562 79 148 44700 -0.5961 -0.3358 80 149 45000 -0.5961 -0.3392 81 150 45300 -0.5961 -0.3507 82 Best Mean Stall Generation f-count f(x) f(x) Generations 151 45600 -0.5961 -0.3428 83 152 45900 -0.5961 -0.3461 84 153 46200 -0.5961 -0.3454 85 154 46500 -0.5961 -0.3545 86 155 46800 -0.5961 -0.3484 87 156 47100 -0.5961 -0.3456 88 157 47400 -0.5961 -0.3428 89 158 47700 -0.5961 -0.3386 90 159 48000 -0.5961 -0.3401 91 160 48300 -0.5961 -0.3364 92 161 48600 -0.5961 -0.341 93 162 48900 -0.5961 -0.3426 94 163 49200 -0.5961 -0.3348 95 164 49500 -0.5961 -0.348 96 165 49800 -0.5961 -0.3528 97 166 50100 -0.5961 -0.345 98 167 50400 -0.5961 -0.3431 99 168 50700 -0.5961 -0.3434 100 169 51000 -0.5961 -0.354 101 170 51300 -0.5961 -0.3412 102 171 51600 -0.5961 -0.3412 103 172 51900 -0.5961 -0.3499 104 173 52200 -0.5961 -0.3427 105 174 52500 -0.5961 -0.3429 106 175 52800 -0.5961 -0.3348 107 176 53100 -0.5961 -0.3375 108 177 53400 -0.5961 -0.3422 109 178 53700 -0.5961 -0.3482 110 179 54000 -0.5961 -0.3447 111 180 54300 -0.5961 -0.3481 112 Best Mean Stall Generation f-count f(x) f(x) Generations 181 54600 -0.5961 -0.3428 113 182 54900 -0.5961 -0.3367 114 183 55200 -0.5961 -0.3543 115 184 55500 -0.5961 -0.3429 116 185 55800 -0.5961 -0.3393 117 186 56100 -0.5961 -0.3467 118 187 56400 -0.5961 -0.3453 119 188 56700 -0.5961 -0.3328 120 189 57000 -0.5961 -0.3395 121 190 57300 -0.5961 -0.3523 122 191 57600 -0.5961 -0.3343 123 192 57900 -0.5961 -0.3431 124 193 58200 -0.5961 -0.3391 125 194 58500 -0.5961 -0.3381 126 195 58800 -0.5961 -0.3413 127 196 59100 -0.5961 -0.338 128 197 59400 -0.5961 -0.3443 129 198 59700 -0.5961 -0.3409 130 199 60000 -0.5961 -0.3474 131 200 60300 -0.5961 -0.3556 132 201 60600 -0.5961 -0.3433 133 202 60900 -0.5961 -0.3363 134 203 61200 -0.5961 -0.3557 135 204 61500 -0.5961 -0.3549 136 205 61800 -0.5961 -0.3506 137 206 62100 -0.5961 -0.3418 138 207 62400 -0.5961 -0.3424 139 208 62700 -0.5961 -0.3482 140 209 63000 -0.5961 -0.3462 141 210 63300 -0.5961 -0.3422 142 Best Mean Stall Generation f-count f(x) f(x) Generations 211 63600 -0.5961 -0.3556 143 212 63900 -0.5961 -0.3428 144 213 64200 -0.5961 -0.3557 145 214 64500 -0.5961 -0.3476 146 215 64800 -0.5961 -0.3442 147 216 65100 -0.5961 -0.3451 148 217 65400 -0.5961 -0.3465 149 218 65700 -0.5961 -0.3443 150 219 66000 -0.5961 -0.3421 151 220 66300 -0.5961 -0.3436 152 221 66600 -0.5961 -0.3349 153 222 66900 -0.5961 -0.3444 154 223 67200 -0.5961 -0.3465 155 224 67500 -0.5961 -0.3494 156 225 67800 -0.5961 -0.3595 157 226 68100 -0.5961 -0.3531 158 227 68400 -0.5961 -0.3405 159 228 68700 -0.5961 -0.3448 160 229 69000 -0.5961 -0.354 161 230 69300 -0.5961 -0.3444 162 231 69600 -0.5961 -0.351 163 232 69900 -0.5961 -0.3469 164 233 70200 -0.5961 -0.3432 165 234 70500 -0.5961 -0.3443 166 235 70800 -0.5961 -0.3286 167 236 71100 -0.5961 -0.3458 168 237 71400 -0.5961 -0.3513 169 238 71700 -0.5961 -0.35 170 239 72000 -0.5961 -0.3573 171 240 72300 -0.5961 -0.3458 172 Best Mean Stall Generation f-count f(x) f(x) Generations 241 72600 -0.5961 -0.3435 173 242 72900 -0.5961 -0.3388 174 243 73200 -0.5961 -0.343 175 244 73500 -0.5961 -0.3473 176 245 73800 -0.5961 -0.3655 177 246 74100 -0.5961 -0.3551 178 247 74400 -0.5961 -0.352 179 248 74700 -0.5961 -0.3361 180 249 75000 -0.5961 -0.3381 181 250 75300 -0.5961 -0.3565 182 251 75600 -0.5961 -0.3523 183 252 75900 -0.5961 -0.3421 184 253 76200 -0.5961 -0.352 185 254 76500 -0.5961 -0.3607 186 255 76800 -0.5961 -0.354 187 256 77100 -0.5961 -0.3555 188 257 77400 -0.5961 -0.356 189 258 77700 -0.5961 -0.3495 190 259 78000 -0.5961 -0.3406 191 260 78300 -0.5961 -0.3553 192 261 78600 -0.5961 -0.3356 193 262 78900 -0.5961 -0.3511 194 263 79200 -0.5961 -0.3442 195 264 79500 -0.5961 -0.3382 196 265 79800 -0.5961 -0.3599 197 266 80100 -0.5961 -0.35 198 267 80400 -0.5961 -0.3445 199 268 80700 -0.5961 -0.3503 200 269 81000 -0.5961 -0.3589 201 270 81300 -0.5961 -0.3402 202 Best Mean Stall Generation f-count f(x) f(x) Generations 271 81600 -0.5961 -0.3409 203 272 81900 -0.5961 -0.3456 204 273 82200 -0.5961 -0.3523 205 274 82500 -0.5961 -0.3546 206 275 82800 -0.5961 -0.3517 207 276 83100 -0.5961 -0.3383 208 277 83400 -0.5961 -0.3624 209 278 83700 -0.5961 -0.3536 210 279 84000 -0.5961 -0.3493 211 280 84300 -0.5961 -0.3547 212 281 84600 -0.5961 -0.3574 213 282 84900 -0.5961 -0.354 214 283 85200 -0.5961 -0.3539 215 284 85500 -0.5961 -0.3397 216 285 85800 -0.5961 -0.3488 217 286 86100 -0.5961 -0.3421 218 287 86400 -0.5961 -0.3398 219 288 86700 -0.5961 -0.3409 220 289 87000 -0.5961 -0.3534 221 290 87300 -0.5961 -0.3463 222 291 87600 -0.5961 -0.3411 223 292 87900 -0.5961 -0.3534 224 293 88200 -0.5961 -0.3313 225 294 88500 -0.5961 -0.3591 226 295 88800 -0.5961 -0.3463 227 296 89100 -0.5961 -0.34 228 297 89400 -0.5961 -0.3457 229 298 89700 -0.5961 -0.3605 230 299 90000 -0.5961 -0.3443 231 300 90300 -0.5961 -0.3435 232 Best Mean Stall Generation f-count f(x) f(x) Generations 301 90600 -0.5961 -0.3305 233 302 90900 -0.5961 -0.3495 234 303 91200 -0.5961 -0.3439 235 304 91500 -0.5961 -0.3444 236 305 91800 -0.5961 -0.355 237 306 92100 -0.5961 -0.3483 238 307 92400 -0.5961 -0.3509 239 308 92700 -0.5961 -0.3453 240 309 93000 -0.5961 -0.3368 241 310 93300 -0.5961 -0.361 242 311 93600 -0.5961 -0.3441 243 312 93900 -0.5961 -0.3481 244 313 94200 -0.5961 -0.3416 245 314 94500 -0.5961 -0.3489 246 315 94800 -0.5961 -0.3425 247 316 95100 -0.5961 -0.336 248 317 95400 -0.5961 -0.3475 249 318 95700 -0.5961 -0.3459 250 319 96000 -0.5961 -0.3497 251 320 96300 -0.5961 -0.3478 252 321 96600 -0.5961 -0.3467 253 322 96900 -0.5961 -0.354 254 323 97200 -0.5961 -0.3464 255 324 97500 -0.5961 -0.3514 256 325 97800 -0.5961 -0.344 257 326 98100 -0.5961 -0.344 258 327 98400 -0.5961 -0.3481 259 328 98700 -0.5961 -0.3443 260 329 99000 -0.5961 -0.3536 261 330 99300 -0.5961 -0.3488 262 Best Mean Stall Generation f-count f(x) f(x) Generations 331 99600 -0.5961 -0.3543 263 332 99900 -0.5961 -0.3543 264 333 100200 -0.5961 -0.3594 265 334 100500 -0.5961 -0.3579 266 335 100800 -0.5961 -0.3504 267 336 101100 -0.5961 -0.3529 268 337 101400 -0.5961 -0.3391 269 338 101700 -0.5961 -0.3494 270 339 102000 -0.5961 -0.3485 271 340 102300 -0.5961 -0.3475 272 341 102600 -0.5961 -0.3519 273 342 102900 -0.5961 -0.3467 274 343 103200 -0.5961 -0.3404 275 344 103500 -0.5961 -0.3446 276 345 103800 -0.5961 -0.3507 277 346 104100 -0.5961 -0.3441 278 347 104400 -0.5961 -0.3644 279 348 104700 -0.5961 -0.3425 280 349 105000 -0.5961 -0.3586 281 350 105300 -0.5961 -0.3533 282 351 105600 -0.5961 -0.3481 283 352 105900 -0.5961 -0.353 284 353 106200 -0.5961 -0.3468 285 354 106500 -0.5961 -0.3518 286 355 106800 -0.5961 -0.35 287 356 107100 -0.5961 -0.3363 288 357 107400 -0.5961 -0.3545 289 358 107700 -0.5961 -0.3493 290 359 108000 -0.5961 -0.3499 291 360 108300 -0.5961 -0.3456 292 Best Mean Stall Generation f-count f(x) f(x) Generations 361 108600 -0.5961 -0.3518 293 362 108900 -0.5961 -0.3437 294 363 109200 -0.5961 -0.3602 295 364 109500 -0.5961 -0.3323 296 365 109800 -0.5961 -0.3431 297 366 110100 -0.5961 -0.3415 298 367 110400 -0.5961 -0.358 299 368 110700 -0.5961 -0.3473 300 369 111000 -0.5961 -0.3509 301 370 111300 -0.5961 -0.3554 302 371 111600 -0.5961 -0.3469 303 372 111900 -0.5961 -0.3419 304 373 112200 -0.5961 -0.3489 305 374 112500 -0.5961 -0.3494 306 375 112800 -0.5961 -0.3491 307 376 113100 -0.5961 -0.347 308 377 113400 -0.5961 -0.3508 309 378 113700 -0.5961 -0.3428 310 379 114000 -0.5961 -0.3479 311 380 114300 -0.5961 -0.3502 312 381 114600 -0.5961 -0.3452 313 382 114900 -0.5961 -0.351 314 383 115200 -0.5961 -0.3435 315 384 115500 -0.5961 -0.3511 316 385 115800 -0.5961 -0.352 317 386 116100 -0.5961 -0.3537 318 387 116400 -0.5961 -0.3418 319 388 116700 -0.5961 -0.3518 320 389 117000 -0.5961 -0.3562 321 390 117300 -0.5961 -0.361 322 Best Mean Stall Generation f-count f(x) f(x) Generations 391 117600 -0.5961 -0.3598 323 392 117900 -0.5961 -0.3463 324 393 118200 -0.5961 -0.3548 325 394 118500 -0.5961 -0.3578 326 395 118800 -0.5961 -0.3644 327 396 119100 -0.5961 -0.3484 328 397 119400 -0.5961 -0.3498 329 398 119700 -0.5961 -0.3533 330 399 120000 -0.5961 -0.3542 331 400 120300 -0.5961 -0.3409 332 401 120600 -0.5961 -0.3437 333 402 120900 -0.5961 -0.3419 334 403 121200 -0.5961 -0.3491 335 404 121500 -0.5961 -0.3417 336 405 121800 -0.5961 -0.3389 337 406 122100 -0.5961 -0.3441 338 407 122400 -0.5961 -0.3447 339 408 122700 -0.5961 -0.3521 340 409 123000 -0.5961 -0.3385 341 410 123300 -0.5961 -0.3452 342 411 123600 -0.5961 -0.3511 343 412 123900 -0.5961 -0.3537 344 413 124200 -0.5961 -0.3529 345 414 124500 -0.5961 -0.3537 346 415 124800 -0.5961 -0.3485 347 416 125100 -0.5961 -0.3464 348 417 125400 -0.5961 -0.3511 349 418 125700 -0.5961 -0.3527 350 419 126000 -0.5961 -0.351 351 420 126300 -0.5961 -0.3458 352 Best Mean Stall Generation f-count f(x) f(x) Generations 421 126600 -0.5961 -0.3504 353 422 126900 -0.5961 -0.3526 354 423 127200 -0.5961 -0.3571 355 424 127500 -0.5961 -0.3522 356 425 127800 -0.5961 -0.3513 357 426 128100 -0.5961 -0.3442 358 427 128400 -0.5961 -0.3443 359 428 128700 -0.5961 -0.3545 360 429 129000 -0.5961 -0.3576 361 430 129300 -0.5961 -0.3561 362 431 129600 -0.5961 -0.3533 363 432 129900 -0.5961 -0.3527 364 433 130200 -0.5961 -0.3589 365 434 130500 -0.5961 -0.3551 366 435 130800 -0.5961 -0.3437 367 436 131100 -0.5961 -0.3441 368 437 131400 -0.5961 -0.3512 369 438 131700 -0.5961 -0.3489 370 439 132000 -0.5961 -0.3492 371 440 132300 -0.5961 -0.3485 372 441 132600 -0.5961 -0.3494 373 442 132900 -0.5961 -0.3451 374 443 133200 -0.5961 -0.3522 375 444 133500 -0.5961 -0.3555 376 445 133800 -0.5961 -0.3538 377 446 134100 -0.5961 -0.3443 378 447 134400 -0.5961 -0.3509 379 448 134700 -0.5961 -0.3525 380 449 135000 -0.5961 -0.3424 381 450 135300 -0.5961 -0.3403 382 Best Mean Stall Generation f-count f(x) f(x) Generations 451 135600 -0.5961 -0.3552 383 452 135900 -0.5961 -0.3495 384 453 136200 -0.5961 -0.3503 385 454 136500 -0.5961 -0.3384 386 455 136800 -0.5961 -0.354 387 456 137100 -0.5961 -0.3456 388 457 137400 -0.5961 -0.3515 389 458 137700 -0.5961 -0.3556 390 459 138000 -0.5961 -0.3458 391 460 138300 -0.5961 -0.3468 392 461 138600 -0.5961 -0.3344 393 462 138900 -0.5961 -0.3472 394 463 139200 -0.5961 -0.357 395 464 139500 -0.5961 -0.3509 396 465 139800 -0.5961 -0.3486 397 466 140100 -0.5961 -0.359 398 467 140400 -0.5961 -0.3582 399 468 140700 -0.5961 -0.353 400 469 141000 -0.5961 -0.3579 401 470 141300 -0.5961 -0.3474 402 471 141600 -0.5961 -0.349 403 472 141900 -0.5961 -0.348 404 473 142200 -0.5961 -0.3356 405 474 142500 -0.5961 -0.3496 406 475 142800 -0.5961 -0.3515 407 476 143100 -0.5961 -0.3517 408 477 143400 -0.5961 -0.3427 409 478 143700 -0.5961 -0.3523 410 479 144000 -0.5961 -0.3381 411 480 144300 -0.5961 -0.3435 412 Best Mean Stall Generation f-count f(x) f(x) Generations 481 144600 -0.5961 -0.3443 413 482 144900 -0.6138 -0.3504 0 483 145200 -0.6589 -0.3401 0 484 145500 -0.66 -0.3519 0 485 145800 -0.66 -0.3622 1 486 146100 -0.66 -0.3472 2 487 146400 -0.66 -0.3457 3 488 146700 -0.66 -0.3532 4 489 147000 -0.66 -0.3459 5 490 147300 -0.66 -0.3534 6 491 147600 -0.66 -0.3678 7 492 147900 -0.66 -0.3605 8 493 148200 -0.66 -0.3495 9 494 148500 -0.66 -0.3589 10 495 148800 -0.66 -0.3611 11 496 149100 -0.66 -0.3549 12 497 149400 -0.66 -0.3535 13 498 149700 -0.66 -0.3391 14 499 150000 -0.66 -0.3628 15 500 150300 -0.66 -0.3616 16 501 150600 -0.66 -0.3664 17 502 150900 -0.66 -0.3502 18 503 151200 -0.66 -0.3571 19 504 151500 -0.66 -0.3488 20 505 151800 -0.66 -0.3607 21 506 152100 -0.66 -0.3658 22 507 152400 -0.66 -0.3477 23 508 152700 -0.66 -0.3515 24 509 153000 -0.66 -0.3593 25 510 153300 -0.66 -0.3648 26 Best Mean Stall Generation f-count f(x) f(x) Generations 511 153600 -0.66 -0.352 27 512 153900 -0.66 -0.361 28 513 154200 -0.66 -0.3515 29 514 154500 -0.66 -0.3589 30 515 154800 -0.66 -0.3686 31 516 155100 -0.66 -0.3603 32 517 155400 -0.66 -0.3483 33 518 155700 -0.66 -0.3473 34 519 156000 -0.66 -0.368 35 520 156300 -0.66 -0.3551 36 521 156600 -0.66 -0.3521 37 522 156900 -0.66 -0.3532 38 523 157200 -0.66 -0.3618 39 524 157500 -0.66 -0.3569 40 525 157800 -0.66 -0.3663 41 526 158100 -0.66 -0.3557 42 527 158400 -0.66 -0.3675 43 528 158700 -0.66 -0.3597 44 529 159000 -0.66 -0.364 45 530 159300 -0.66 -0.3565 46 531 159600 -0.66 -0.3529 47 532 159900 -0.66 -0.3538 48 533 160200 -0.66 -0.3505 49 534 160500 -0.66 -0.3514 50 535 160800 -0.66 -0.3604 51 536 161100 -0.66 -0.3612 52 537 161400 -0.66 -0.3678 53 538 161700 -0.66 -0.3694 54 539 162000 -0.66 -0.3459 55 540 162300 -0.66 -0.3526 56 Best Mean Stall Generation f-count f(x) f(x) Generations 541 162600 -0.66 -0.3538 57 542 162900 -0.66 -0.348 58 543 163200 -0.66 -0.3535 59 544 163500 -0.66 -0.3557 60 545 163800 -0.66 -0.362 61 546 164100 -0.66 -0.3605 62 547 164400 -0.66 -0.3649 63 548 164700 -0.66 -0.3551 64 549 165000 -0.66 -0.3633 65 550 165300 -0.66 -0.3498 66 551 165600 -0.66 -0.3706 67 552 165900 -0.66 -0.3587 68 553 166200 -0.66 -0.3686 69 554 166500 -0.66 -0.3666 70 555 166800 -0.66 -0.3602 71 556 167100 -0.66 -0.352 72 557 167400 -0.66 -0.3574 73 558 167700 -0.66 -0.3552 74 559 168000 -0.66 -0.3688 75 560 168300 -0.66 -0.3585 76 561 168600 -0.66 -0.3571 77 562 168900 -0.66 -0.3613 78 563 169200 -0.66 -0.3508 79 564 169500 -0.66 -0.3522 80 565 169800 -0.66 -0.3597 81 566 170100 -0.66 -0.3565 82 567 170400 -0.66 -0.3581 83 568 170700 -0.66 -0.3482 84 569 171000 -0.66 -0.3675 85 570 171300 -0.66 -0.3552 86 Best Mean Stall Generation f-count f(x) f(x) Generations 571 171600 -0.66 -0.3614 87 572 171900 -0.7047 -0.3529 0 573 172200 -0.7047 -0.3753 1 574 172500 -0.7047 -0.3794 2 575 172800 -0.7047 -0.3724 3 576 173100 -0.7047 -0.377 4 577 173400 -0.7047 -0.3724 5 578 173700 -0.7047 -0.3638 6 579 174000 -0.7047 -0.3637 7 580 174300 -0.7047 -0.3824 8 581 174600 -0.7047 -0.3746 9 582 174900 -0.7047 -0.3679 10 583 175200 -0.7047 -0.3642 11 584 175500 -0.7047 -0.377 12 585 175800 -0.7047 -0.3604 13 586 176100 -0.7047 -0.3763 14 587 176400 -0.7047 -0.371 15 588 176700 -0.7047 -0.3694 16 589 177000 -0.7047 -0.3707 17 590 177300 -0.7047 -0.3581 18 591 177600 -0.7047 -0.3614 19 592 177900 -0.7047 -0.3646 20 593 178200 -0.7047 -0.3604 21 594 178500 -0.7047 -0.3661 22 595 178800 -0.7047 -0.3721 23 596 179100 -0.7047 -0.3756 24 597 179400 -0.7047 -0.3477 25 598 179700 -0.7047 -0.3752 26 599 180000 -0.7047 -0.3481 27 600 180300 -0.7047 -0.3776 28 Optimization terminated: maximum number of generations exceeded. Columns 1 through 11 6 13 1 4 10 12 9 13 7 8 9 Columns 12 through 22 17 15 5 3 13 19 6 19 18 5 8 Columns 23 through 33 4 4 13 4 16 8 11 2 3 13 9 Columns 34 through 44 18 11 6 1 6 11 15 2 10 14 16 Columns 45 through 50 12 3 14 15 6 20




