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 4

Results with different ρ (cost: million CNY; iterations: number).

ρCostIterations
MeanStd. dev.C.V.MeanStd. dev.C.V.

0.1ACO32.220.740.0229157.1940.580.2581
HACO32.120.930.0289138.421.020.1518
0.2ACO32.380.870.0269133.2720.570.1543
HACO32.70.970.0296124.1213.010.1048
0.3ACO32.650.940.0289132.831.090.2341
HACO32.751.450.0443122.113.090.1072
0.4ACO33.030.940.0284131.8628.760.2181
HACO33.311.10.033122.9820.20.1643
0.5ACO33.410.870.0261157.2767.720.4306
HACO33.551.080.0323116.2415.440.1328

, , , , and .