Applied Computational Intelligence and Soft Computing / 2023 / Article / Tab 7 / Research Article
Appling the Roulette Wheel Selection Approach to Address the Issues of Premature Convergence and Stagnation in the Discrete Differential Evolution Algorithm Table 7 Best gaps found by DDE and EDDE algorithms.
No. Instances DDE algorithm EDDE algorithm 1 Tai20a 2.690 0 2 Tai20b 0.497 0 3 Tai25a 3.433 0 4 Tai25b 2.672 0 5 Tai30a 3.729 0 6 Tai30b 0.429 0 7 Tai35a 5.213 0 8 Tai35b 1.182 0.802 9 Tai40a 3.503 0.37 10 Tai40b 5.975 0.407 11 Tai50a 4.068 1.453 12 Tai50b 2.912 1.847 13 Tai60a 4.799 1.264 14 Tai60b 1.889 1.294 15 Tai80a 5.975 2.625 16 Tai80b 4.428 2.08 17 Tai100a 3.561 2.35 18 Tai100b 6.867 2.734 19 Sko42 3.681 1.328 20 Sko49 2.155 1.046 21 Sko56 3.389 1.973 22 Sko64 1.360 1.740 23 Sko72 2.934 2.408 24 Sko81 3.586 2.000 25 Sko90 3.292 1.712 26 Sko100a 3.434 2.100 27 Sko100b 3.259 2.037 28 Sko100c 3.511 2.308 29 Sko100ād 3.004 1.708 30 Sko100e 3.709 1.821 31 Sko100f 3.317 2.803 ā Average 3.369 1.297