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. 2026 Jan 2;16:3756. doi: 10.1038/s41598-025-33821-x

Table 21.

Comparison of multiple meta-heuristic algorithms’ optimization outcomes.

Algorithms Optimal Values for Variables Optimum Cost
b m z l1 l2 d1 d2
CDO 3.500 0.7 17 7.303 7.715 3.351 5.288 2994.507
MA 3.598 0.7 17 7.925 8.102 3.379 5.342 3142.017
LSO 3.546 0.7 17 7.808 8.303 3.354 5.306 3047.530
GWO 3.501 0.7 17 7.404 7.755 3.359 5.287 2999.108
HHO 3.502 0.7 17 7.929 7.738 3.374 5.289 3013.772
WOA 3.500 0.7 17 7.948 7.967 3.351 5.293 3012.462
EO 3.500 0.7 17 7.314 7.716 3.350 5.288 2995.148
MPA 3.549 0.7 17 7.837 8.259 3.357 5.299 3033.419