Research Article
Multidepot Recycling Vehicle Routing Problem with Resource Sharing and Time Window Assignment
Table 4
Comparison of the results of the three algorithms on different instances.
| Instances | NSGA-II | MOEA | MOPSO | Cost ($) | Vehicle | Ct (s) | Cost ($) | Vehicle | Ct (s) | Cost ($) | Vehicle | Ct (s) |
| 1 | 8450 | 3 | 184 | 12742 | 7 | 189 | 10689 | 5 | 179 | 2 | 9617 | 4 | 195 | 14906 | 9 | 221 | 12837 | 7 | 204 | 3 | 13716 | 8 | 210 | 16137 | 10 | 211 | 15067 | 9 | 215 | 4 | 15764 | 10 | 225 | 18940 | 13 | 243 | 19923 | 14 | 231 | 5 | 15829 | 10 | 231 | 21070 | 15 | 238 | 18041 | 12 | 244 | 6 | 17032 | 11 | 251 | 21412 | 15 | 267 | 19338 | 13 | 247 | 7 | 16952 | 9 | 250 | 20373 | 12 | 255 | 17325 | 9 | 261 | 8 | 20048 | 12 | 254 | 23601 | 15 | 248 | 18550 | 10 | 269 | 9 | 17968 | 10 | 266 | 25526 | 17 | 261 | 22484 | 14 | 268 | 10 | 19119 | 11 | 278 | 23500 | 15 | 287 | 19454 | 11 | 288 | 11 | 8335 | 3 | 207 | 14720 | 9 | 210 | 8673 | 3 | 217 | 12 | 10598 | 5 | 216 | 15840 | 10 | 231 | 14772 | 9 | 231 | 13 | 12743 | 7 | 224 | 19165 | 13 | 242 | 17094 | 11 | 233 | 14 | 15789 | 10 | 230 | 20110 | 14 | 257 | 18053 | 12 | 246 | 15 | 15929 | 10 | 237 | 21171 | 15 | 241 | 17119 | 11 | 251 | 16 | 18074 | 12 | 241 | 20260 | 14 | 246 | 19231 | 13 | 265 | 17 | 15932 | 8 | 251 | 21234 | 13 | 279 | 20173 | 12 | 271 | 18 | 18158 | 10 | 257 | 19411 | 11 | 264 | 19367 | 11 | 279 | 19 | 19998 | 12 | 262 | 24482 | 16 | 298 | 21461 | 13 | 278 | 20 | 19537 | 11 | 268 | 25779 | 17 | 317 | 20742 | 12 | 288 | Average | 15479 | 9 | 237 | 20019 | 13 | 250 | 17520 | 11 | 248 | t-test | | | | −12.955 | | | −5.529 | | | -value | | | | 3.51502E-11 | | | 1.24E-05 | | |
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