Research Article
An Evolutionary Frog Leaping Algorithm for Global Optimization Problems and Applications
Table 7
Wilcoxon signed-rank test for comparison results of EFLA and other algorithms.
| Func | LAPO | TSQPSO | WQPSO | GbABC | NNA | SaDE | SFLA | SSA | CMAES | SCA | AAA | GWO |
| F1 | + | + | + | + | + | + | + | + | + | + | + | + | F2 | + | + | + | + | + | + | + | + | + | + | + | − | F3 | + | + | + | + | + | + | + | + | + | + | + | + | F4 | − | − | − | + | − | + | + | + | + | + | + | − | F5 | = | + | + | = | + | = | + | + | + | + | + | + | F6 | + | − | − | + | + | + | + | + | + | + | + | + | F7 | + | + | + | = | + | + | + | + | + | = | = | + | F8 | + | + | + | − | + | + | + | + | − | + | − | + | F9 | + | − | − | − | − | − | − | + | − | + | − | − | F10 | = | = | = | = | + | + | + | + | + | = | = | = | F11 | + | + | + | + | + | + | + | + | + | + | + | + | F12 | − | + | + | + | + | − | + | + | + | − | − | − | F13 | − | − | + | + | − | + | + | + | + | − | + | − | F14 | + | + | + | − | − | − | + | − | − | + | − | + | F15 | + | + | + | + | + | + | + | + | + | + | + | − | F16 | + | + | + | + | + | − | + | + | − | + | − | + | F17 | + | + | + | + | + | + | + | + | − | + | + | + | F18 | + | + | + | + | + | + | + | + | − | + | + | + | F19 | + | + | + | + | + | − | + | + | + | + | − | + | F20 | + | + | + | + | + | + | + | − | + | + | + | + | F21 | + | + | − | + | + | − | + | + | + | + | + | + | F22 | + | + | + | + | + | + | + | − | − | + | + | + | F23 | + | + | + | + | + | + | + | + | + | + | + | + | F24 | + | + | + | + | + | − | + | + | + | + | + | + | F25 | + | + | + | − | + | + | + | + | + | + | − | + | F26 | + | + | + | + | + | + | + | + | + | + | + | + | F27 | + | + | + | + | + | − | + | + | + | + | + | + | F28 | + | + | + | + | + | + | + | + | + | + | + | + | F29 | + | + | + | + | + | + | + | + | + | + | + | + | F30 | − | − | + | + | + | + | + | + | + | − | + | − | Total | | | | | | | | | | | | | w/e/l | 24/2/4 | 24/1/5 | 25/1/4 | 23/3/4 | 26/0/4 | 21/1/8 | 29/0/1 | 27/0/3 | 23/0/7 | 25/2/3 | 21/2/7 | 22/1/7 | p value | 1.07e − 004 | 1.53e − 003 | 7.14e − 004 | 1.28e − 003 | 2.83e − 004 | 2.00e − 002 | 5.73e − 006 | 6.31e − 005 | 2.95e − 003 | 8.97e − 005 | 1.39e − 002 | 1.32e − 003 | z−value | −3.8737 | −3.1678 | −3.3840 | −3.2195 | −3.6303 | −2.3245 | −4.5358 | −4.0006 | −2.9721 | −3.9167 | −2.4593 | −3.2110 |
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