Table 15 Optimization results of different algorithms on speed reducer problem design.
Algorithm | \(\:{\varvec{x}}_{1}\) | \(\:{\varvec{x}}_{2}\) | \(\:{\varvec{x}}_{3}\) | \(\:{\varvec{x}}_{4}\) | \(\:{\varvec{x}}_{5}\) | \(\:{\varvec{x}}_{6}\) | \(\:{\varvec{x}}_{7}\) | Optimum Cost | |
|---|---|---|---|---|---|---|---|---|---|
AD-COA-L | 2.606452 | 0.710209 | 7.3 | 7.3 | 3.381091 | 5.274581 | 2674.265 | 2.606452 | |
COA | 2.805034 | 0.7 | 7.331474 | 7.3 | 3.349004 | 5.286384 | 2712.064 | 2.805034 | |
GJO | 2.805279 | 0.7 | 7.545646 | 7.32871173 | 3.355445 | 5.286641 | 2716.623 | 2.805279 | |
RSA | 2.805527 | 0.7 | 7.3 | 7.30000003 | 3.348862 | 5.28637 | 2696.12 | 2.805527 | |
WOA | 2.646551 | 0.7 | 7.385085 | 7.39972896 | 3.348652 | 5.286488 | 2721.568 | 2.646551 | |
GWO | 2.793395 | 0.700026 | 7.334125 | 7.42196935 | 3.348564 | 5.287437 | 2715.745 | 2.793395 | |
HHO | 2.751335 | 0.703378 | 7.578303 | 7.3 | 3.368571 | 5.288383 | 2716.935 | 2.751335 | |
PSO | 2.813802 | 0.7 | 7.337899 | 7.3 | 3.354786 | 5.297043 | 2723.614 | 2.813802 | |
WSO | 2.805527 | 0.7 | 7.3 | 7.30000008 | 3.348862 | 5.28637 | 2711.884 | 2.805527 | |
jDE | 2.805527 | 0.7 | 7.300145 | 7.3 | 3.348862 | 5.28637 | 2711.884 | 2.805527 | |
ASMA | 2.735725 | 0.707382 | 7.891635 | 7.57565249 | 3.808051 | 5.359336 | 2933.446 | 2.735725 | |
