Research Article
Collaborative Multidepot Petrol Station Replenishment Problem with Multicompartments and Time Window Assignment
Table 8
Comparison of algorithms’ performance.
| Sequence | Total cost(USD) | Time(s) | GA-PSO | PSO | HGA | TS-ACO | GA-PSO | PSO | HGA | TS-ACO |
| 1 | 4355 | 4604 | 4463 | 4444 | 184 | 100 | 269 | 186 | 2 | 4338 | 4523 | 4544 | 4452 | 167 | 122 | 219 | 216 | 3 | 4344 | 4562 | 4462 | 4486 | 214 | 103 | 212 | 194 | 4 | 4310 | 4562 | 4540 | 4463 | 177 | 92 | 269 | 180 | 5 | 4388 | 4546 | 4541 | 4419 | 218 | 91 | 275 | 314 | 6 | 4307 | 4550 | 4510 | 4493 | 163 | 114 | 253 | 214 | 7 | 4359 | 4595 | 4502 | 4467 | 243 | 105 | 197 | 258 | 8 | 4374 | 4608 | 4491 | 4436 | 162 | 125 | 172 | 216 | 9 | 4395 | 4565 | 4556 | 4449 | 167 | 95 | 250 | 199 | 10 | 4313 | 4598 | 4552 | 4422 | 215 | 102 | 183 | 253 | 11 | 4389 | 4601 | 4488 | 4484 | 155 | 154 | 249 | 308 | 12 | 4316 | 4540 | 4478 | 4478 | 230 | 107 | 228 | 253 | 13 | 4380 | 4524 | 4484 | 4417 | 181 | 148 | 240 | 279 | 14 | 4311 | 4530 | 4469 | 4465 | 198 | 131 | 225 | 238 | 15 | 4354 | 4597 | 4483 | 4494 | 238 | 123 | 259 | 281 | 16 | 4347 | 4549 | 4515 | 4501 | 163 | 105 | 197 | 189 | 17 | 4374 | 4552 | 4495 | 4437 | 237 | 144 | 255 | 311 | 18 | 4389 | 4563 | 4474 | 4452 | 197 | 103 | 242 | 198 | 19 | 4309 | 4549 | 4491 | 4433 | 151 | 128 | 179 | 261 | 20 | 4377 | 4518 | 4485 | 4453 | 167 | 108 | 230 | 184 | Average | 4351.45 | 4561.80 | 4501.15 | 4457.25 | 191.35 | 115.00 | 230.15 | 236.60 |
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Time refers to the average computational time (seconds) for one run. |