Research Article
Weapon Selection and Planning Problems Using MOEA/D with Distance-Based Divided Neighborhoods
Table 3
Performance (hypervolumn) comparison of MOEA/D-DDN, MOEA/D-DivN, MOEA/D-DisN, and MOEA/D.
| Instance | MOEA/D-DDN | MOEA/D-DivN | MOEA/D-DisN | MOEA/D | Best | Average | Std. | Best | Average | Std. | Best | Average | Std. | Best | Average | Std. |
| 1 | 0.3609 | 0.3397 | 0.0171 | 0.3522 | 0.3178 | 0.0216 | 0.3429 | 0.3117 | 0.0149 | 0.349 | 0.3095 | 0.0246 | 2 | 0.4033 | 0.3541 | 0.0198 | 0.3774 | 0.3331 | 0.0201 | 0.3666 | 0.3159 | 0.0256 | 0.3661 | 0.3169 | 0.0239 | 3 | 0.3609 | 0.3379 | 0.0179 | 0.3402 | 0.3074 | 0.0214 | 0.3642 | 0.3092 | 0.0241 | 0.3674 | 0.3236 | 0.0250 | 4 | 0.3632 | 0.2901 | 0.0256 | 0.2886 | 0.2620 | 0.0164 | 0.3017 | 0.2539 | 0.0204 | 0.3105 | 0.2585 | 0.0276 | 5 | 0.4188 | 0.3528 | 0.0267 | 0.3653 | 0.3304 | 0.0185 | 0.3689 | 0.3151 | 0.0285 | 0.3616 | 0.3250 | 0.0193 | 6 | 0.3283 | 0.2906 | 0.0265 | 0.3348 | 0.2706 | 0.0292 | 0.3457 | 0.2654 | 0.0312 | 0.3325 | 0.2817 | 0.0294 | 7 | 0.4449 | 0.4101 | 0.0223 | 0.4111 | 0.3601 | 0.0301 | 0.4065 | 0.3405 | 0.0423 | 0.3861 | 0.3422 | 0.0292 | 8 | 0.4088 | 0.3572 | 0.0258 | 0.3612 | 0.3199 | 0.0289 | 0.3646 | 0.3118 | 0.0319 | 0.3533 | 0.3086 | 0.0276 | 9 | 0.4221 | 0.3746 | 0.0245 | 0.3828 | 0.3320 | 0.0325 | 0.4064 | 0.3348 | 0.0305 | 0.3996 | 0.3331 | 0.0306 | 10 | 0.4533 | 0.3986 | 0.0275 | 0.4432 | 0.3460 | 0.0283 | 0.3998 | 0.3460 | 0.0283 | 0.3936 | 0.3521 | 0.0280 | 11 | 0.4681 | 0.4180 | 0.0217 | 0.4219 | 0.3590 | 0.0317 | 0.4395 | 0.3697 | 0.0377 | 0.4391 | 0.3746 | 0.0264 | 12 | 0.4622 | 0.4089 | 0.0234 | 0.4314 | 0.3677 | 0.0347 | 0.4406 | 0.3705 | 0.0344 | 0.4216 | 0.3525 | 0.0257 | 13 | 0.5151 | 0.4712 | 0.0247 | 0.4920 | 0.4299 | 0.0352 | 0.4535 | 0.4154 | 0.0278 | 0.4795 | 0.4270 | 0.0314 | 14 | 0.4617 | 0.3909 | 0.0372 | 0.4135 | 0.3512 | 0.0384 | 0.4224 | 0.3418 | 0.0481 | 0.4276 | 0.3418 | 0.0440 | 15 | 0.4156 | 0.3585 | 0.0380 | 0.3714 | 0.3242 | 0.0310 | 0.3778 | 0.3147 | 0.0329 | 0.3793 | 0.3189 | 0.0287 |
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