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Evolution and Optimum Seeking

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Numerical Comparison of Strategies 185<br />

Table 6.3 (continued)<br />

COMP{Complex method of Box (2n vertices)<br />

Number of variables Numberofobjective Computation time<br />

function calls in seconds<br />

3 69 0.22<br />

6 259 1.62<br />

10 535 6.72<br />

20 1447 72.0<br />

30 2621 211<br />

60 7263 2240<br />

(max) 95 14902 11000<br />

All numbers are averages over several attempts.<br />

EVOL{(1+1) evolution strategy (average values)<br />

Number of variables Number of mutations Computation time<br />

in seconds<br />

3 49 0.17<br />

6 154 0.79<br />

10 224 1.74<br />

20 411 6.47<br />

30 630 14.0<br />

60 1335 60.0<br />

100 2192 149<br />

150 3322 340<br />

200 4232 565<br />

300 6666 1310<br />

600 13819 5440<br />

1000 23607 15600<br />

Maximum numberofvariables (4,000) not achieved because too<br />

much computation time required.<br />

Number of objective function calls = 1 + number of mutations

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