Research Article
Solving a Closed-Loop Location-Inventory-Routing Problem with Mixed Quality Defects Returns in E-Commerce by Hybrid Ant Colony Optimization Algorithm
Table 2
Results with different α (cost: million CNY; iterations: times).
| α | Cost | Iterations | Mean | Std. dev. | C.V. | Mean | Std. dev. | C.V. |
| 0.25 | ACO | 31.92 | 0.54 | 0.0168 | 189.3 | 73.28 | 0.3871 | HACO | 31.63 | 0.79 | 0.025 | 189.38 | 69.64 | 0.3677 | 0.5 | ACO | 31.85 | 0.78 | 0.0246 | 181.86 | 57.34 | 0.3153 | HACO | 31.52 | 0.91 | 0.029 | 182.24 | 63.94 | 0.3509 | 1 | ACO | 32.22 | 0.74 | 0.0229 | 157.19 | 40.58 | 0.2581 | HACO | 33.06 | 1.04 | 0.0315 | 123.28 | 14.02 | 0.1137 | 1.25 | ACO | 32.13 | 0.79 | 0.0247 | 154.24 | 30.12 | 0.1953 | HACO | 33.11 | 1.09 | 0.0331 | 115.78 | 11.61 | 0.1002 | 1.5 | ACO | 32.14 | 0.9 | 0.0279 | 154.96 | 25.68 | 0.1658 | HACO | 32.97 | 1.11 | 0.0335 | 116.2 | 10.23 | 0.0881 |
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