Research Article
The Two-Echelon Vehicle Routing Problem with Transshipment Nodes and Occasional Drivers: Formulation and Adaptive Large Neighborhood Search Heuristic
Table 4
Comparative results for solving 2EVRP set 3 instances.
| Instance | BKS | Hemmelmayr et al. [24] | Breunig et al. [42] | Enthoven et al. [14] | Proposed ALNS | Avg. Gap to BKS (%) | Best gap to BKS (%) | Best | CPU (s) | Best | CPU (s) | Best | CPU (s) | Avg. 5 | Best | CPU (s) |
| Set 3a | E-n22-k4-s13-14 | 526.15 | 526.15 | 43 | 526.15 | 60 | 526.15 | 70 | 532.25 | 526.15 | 60 | 1.16 | 0.00 | E-n22-k4-s13-16 | 521.09 | 521.09 | 44 | 521.09 | 60 | 521.09 | 64 | 521.96 | 521.09 | 60 | 0.17 | 0.00 | E-n22-k4-s13-17 | 496.38 | 496.38 | 49 | 496.38 | 60 | 496.38 | 65 | 511.59 | 496.39 | 60 | 3.06 | 0.00 | E-n22-k4-s14-19 | 498.8 | 498.8 | 43 | 498.8 | 60 | 498.8 | 63 | 518.63 | 498.80 | 60 | 3.98 | 0.00 | E-n22-k4-s17-19 | 512.81 | 512.81 | 26 | 512.81 | 60 | 512.81 | 72 | 526.15 | 512.81 | 60 | 2.60 | 0.00 | E-n22-k4-s19-21 | 520.42 | 520.42 | 34 | 520.42 | 60 | 520.42 | 62 | 525.93 | 520.42 | 60 | 1.06 | 0.00 | E-n33-k4-s16-22 | 672.17 | 672.17 | 76 | 672.17 | 60 | 672.17 | 114 | 677.53 | 672.17 | 60 | 0.80 | 0.00 | E-n33-k4-s16-24 | 666.02 | 666.02 | 77 | 666.02 | 60 | 666.02 | 106 | 692.45 | 666.02 | 60 | 3.97 | 0.00 | E-n33-k4-s19-26 | 680.36 | 680.36 | 84 | 680.36 | 60 | 680.36 | 79 | 681.16 | 680.37 | 60 | 0.12 | 0.00 | E-n33-k4-s22-26 | 680.37 | 680.37 | 77 | 680.37 | 60 | 680.37 | 136 | 683.34 | 680.37 | 60 | 0.44 | 0.00 | E-n33-k4-s24-28 | 670.43 | 670.43 | 88 | 670.43 | 60 | 670.43 | 77 | 679.16 | 670.43 | 60 | 1.30 | 0.00 | E-n33-k4-s25-28 | 650.58 | 650.58 | 63 | 650.58 | 60 | 650.58 | 112 | 675.43 | 650.58 | 60 | 3.82 | 0.00 |
| Set 3b | E-n51-k5-s12-18 | 690.59 | 690.59 | 147 | 690.59 | 60 | 690.59 | 125 | 693.62 | 690.57 | 60 | 0.44 | 0.00 | E-n51-k5-s12-41 | 683.05 | 683.05 | 133 | 683.05 | 60 | 683.05 | 239 | 690.74 | 683.05 | 60 | 1.13 | 0.00 | E-n51-k5-s12-43 | 710.41 | 710.41 | 217 | 710.41 | 60 | 710.41 | 137 | 710.83 | 710.41 | 60 | 0.06 | 0.00 | E-n51-k5-s39-41 | 728.54 | 728.54 | 155 | 728.54 | 60 | 728.54 | 179 | 736.08 | 728.54 | 60 | 1.03 | 0.00 | E-n51-k5-s40-41 | 723.75 | 723.75 | 154 | 723.75 | 60 | 723.75 | 129 | 736.46 | 723.75 | 60 | 1.76 | 0.00 | E-n51-k5-s40-43 | 752.15 | 752.15 | 158 | 752.15 | 60 | 752.15 | 242 | 763.2 | 752.15 | 60 | 1.47 | 0.00 |
| Set 3c | E-n51-k5-s13-19 | 560.73 | | | 560.73 | 60 | 560.73 | 119 | 566.35 | 560.73 | 60 | 1.00 | 0.00 | E-n51-k5-s13-42 | 564.45 | | | 564.45 | 60 | 564.45 | 174 | 568.69 | 564.45 | 60 | 0.75 | 0.00 | E-n51-k5-s13-44 | 564.45 | | | 564.45 | 60 | 564.45 | 121 | 571.14 | 564.45 | 60 | 1.19 | 0.00 | E-n51-k5-s40-42 | 746.31 | | | 746.31 | 60 | 746.31 | 122 | 749.71 | 746.31 | 60 | 0.46 | 0.00 | E-n51-k5-s41-42 | 771.56 | | | 771.56 | 60 | 771.56 | 203 | 775.65 | 771.56 | 60 | 0.53 | 0.00 | E-n51-k5-s41-44 | 802.91 | | | 802.91 | 60 | 802.91 | 169 | 807.64 | 802.91 | 60 | 0.59 | 0.00 | Average | 641.44 | 632.45 | 92 | 641.44 | 60 | 641.44 | 124 | 649.82 | 641.44 | 60.00 | 1.37 | 0.00 |
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