The objective values and computational times by CPLEX, UIMA, and the candidate single-solution-based algorithms for the small-size problem instances
| Problem instance | No. of vessels | No. of berths | CPLEX | UIMA | VNS | TS | SA | |||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Objective value, 107 (US$) | CPU time, (sec) | Objective value, 107 (US$) | CPU time, (sec) | Objective value, 107 (US$) | CPU time, (sec) | Objective value, 107 (US$) | CPU time, (sec) | Objective value, 107 (US$) | CPU time, (sec) | |||
| P1 | 5 | 2 | 0.49 | 0.56 | 0.49 | 27.52 | 0.49 | 1.87 | 0.49 | 2.76 | 0.49 | 1.83 |
| P2 | 5 | 3 | 0.46 | 0.90 | 0.46 | 27.45 | 0.46 | 1.80 | 0.46 | 2.70 | 0.46 | 1.82 |
| P3 | 5 | 4 | 0.44 | 1.59 | 0.44 | 27.51 | 0.44 | 1.83 | 0.44 | 2.74 | 0.44 | 1.84 |
| P4 | 7 | 2 | 0.80 | 3.31 | 0.80 | 31.12 | 0.80 | 2.26 | 0.80 | 2.92 | 0.80 | 2.01 |
| P5 | 7 | 3 | 0.73 | 5.21 | 0.73 | 31.05 | 0.73 | 2.26 | 0.73 | 2.92 | 0.73 | 2.04 |
| P6 | 7 | 4 | 0.70 | 5.69 | 0.70 | 31.61 | 0.70 | 2.10 | 0.70 | 2.98 | 0.70 | 2.06 |
| P7 | 9 | 2 | 1.02 | 25.36 | 1.02 | 34.79 | 1.02 | 2.41 | 1.02 | 3.19 | 1.02 | 2.30 |
| P8 | 9 | 3 | 0.93 | 50.74 | 0.93 | 34.95 | 0.95 | 2.42 | 0.94 | 3.20 | 0.96 | 2.73 |
| P9 | 9 | 4 | 0.87 | 20.03 | 0.87 | 35.38 | 0.88 | 2.30 | 0.89 | 3.23 | 0.88 | 2.74 |
| P10 | 11 | 2 | 1.22 | 79.46 | 1.22 | 38.10 | 1.25 | 2.64 | 1.26 | 3.40 | 1.26 | 2.52 |
| P11 | 11 | 3 | 1.15 | 88.67 | 1.15 | 38.19 | 1.18 | 2.64 | 1.19 | 3.42 | 1.18 | 2.49 |
| P12 | 11 | 4 | 1.06 | 59.65 | 1.06 | 38.66 | 1.09 | 2.54 | 1.09 | 3.47 | 1.09 | 2.52 |
| P13 | 13 | 2 | 1.42 | 391.33 | 1.42 | 42.18 | 1.49 | 2.71 | 1.48 | 3.62 | 1.49 | 2.72 |
| P14 | 13 | 3 | 1.36 | 679.36 | 1.39 | 42.09 | 1.43 | 2.72 | 1.43 | 3.65 | 1.43 | 2.74 |
| P15 | 13 | 4 | 1.28 | 704.26 | 1.29 | 42.18 | 1.31 | 2.76 | 1.33 | 3.69 | 1.33 | 2.75 |
| P16 | 15 | 2 | 1.56 | 326.48 | 1.59 | 45.37 | 1.63 | 2.95 | 1.64 | 3.89 | 1.64 | 2.94 |
| P17 | 15 | 3 | 1.50 | 1393.49 | 1.53 | 45.47 | 1.59 | 2.96 | 1.59 | 3.89 | 1.59 | 2.98 |
| P18 | 15 | 4 | 1.47 | 2348.76 | 1.50 | 45.78 | 1.55 | 3.00 | 1.55 | 3.94 | 1.55 | 2.99 |
| P19 | 17 | 2 | 1.77 | 1461.42 | 1.81 | 49.20 | 1.88 | 3.26 | 1.87 | 4.11 | 1.87 | 3.17 |
| P20 | 17 | 3 | 1.85 | 7237.00 | 1.76 | 49.41 | 1.93 | 3.20 | 1.91 | 4.10 | 1.93 | 3.25 |
| P21 | 17 | 4 | 1.78 | 7225.15 | 1.71 | 49.58 | 1.77 | 3.23 | 1.78 | 4.14 | 1.78 | 3.21 |
| P22 | 20 | 3 | 2.31 | 7277.19 | 2.25 | 54.62 | 2.38 | 3.60 | 2.37 | 4.45 | 2.39 | 3.51 |
| P23 | 20 | 4 | 2.26 | 7303.72 | 2.05 | 54.85 | 2.12 | 3.62 | 2.11 | 4.75 | 2.13 | 3.55 |
| P24 | 20 | 5 | 1.97 | 7328.10 | 1.88 | 55.14 | 1.95 | 3.61 | 1.96 | 4.52 | 1.94 | 3.57 |
| Average | 1.27 | 1834.06 | 1.25 | 40.51 | 1.29 | 2.69 | 1.29 | 3.57 | 1.30 | 2.68 | ||
| Problem | No. of vessels | No. of berths | CPLEX | UIMA | VNS | TS | SA | |||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Objective value, 107 (US$) | CPU time, (sec) | Objective value, 107 (US$) | CPU time, (sec) | Objective value, 107 (US$) | CPU time, (sec) | Objective value, 107 (US$) | CPU time, (sec) | Objective value, 107 (US$) | CPU time, (sec) | |||
| P1 | 5 | 2 | 0.49 | 0.56 | 0.49 | 27.52 | 0.49 | 1.87 | 0.49 | 2.76 | 0.49 | 1.83 |
| P2 | 5 | 3 | 0.46 | 0.90 | 0.46 | 27.45 | 0.46 | 1.80 | 0.46 | 2.70 | 0.46 | 1.82 |
| P3 | 5 | 4 | 0.44 | 1.59 | 0.44 | 27.51 | 0.44 | 1.83 | 0.44 | 2.74 | 0.44 | 1.84 |
| P4 | 7 | 2 | 0.80 | 3.31 | 0.80 | 31.12 | 0.80 | 2.26 | 0.80 | 2.92 | 0.80 | 2.01 |
| P5 | 7 | 3 | 0.73 | 5.21 | 0.73 | 31.05 | 0.73 | 2.26 | 0.73 | 2.92 | 0.73 | 2.04 |
| P6 | 7 | 4 | 0.70 | 5.69 | 0.70 | 31.61 | 0.70 | 2.10 | 0.70 | 2.98 | 0.70 | 2.06 |
| P7 | 9 | 2 | 1.02 | 25.36 | 1.02 | 34.79 | 1.02 | 2.41 | 1.02 | 3.19 | 1.02 | 2.30 |
| P8 | 9 | 3 | 0.93 | 50.74 | 0.93 | 34.95 | 0.95 | 2.42 | 0.94 | 3.20 | 0.96 | 2.73 |
| P9 | 9 | 4 | 0.87 | 20.03 | 0.87 | 35.38 | 0.88 | 2.30 | 0.89 | 3.23 | 0.88 | 2.74 |
| P10 | 11 | 2 | 1.22 | 79.46 | 1.22 | 38.10 | 1.25 | 2.64 | 1.26 | 3.40 | 1.26 | 2.52 |
| P11 | 11 | 3 | 1.15 | 88.67 | 1.15 | 38.19 | 1.18 | 2.64 | 1.19 | 3.42 | 1.18 | 2.49 |
| P12 | 11 | 4 | 1.06 | 59.65 | 1.06 | 38.66 | 1.09 | 2.54 | 1.09 | 3.47 | 1.09 | 2.52 |
| P13 | 13 | 2 | 1.42 | 391.33 | 1.42 | 42.18 | 1.49 | 2.71 | 1.48 | 3.62 | 1.49 | 2.72 |
| P14 | 13 | 3 | 1.36 | 679.36 | 1.39 | 42.09 | 1.43 | 2.72 | 1.43 | 3.65 | 1.43 | 2.74 |
| P15 | 13 | 4 | 1.28 | 704.26 | 1.29 | 42.18 | 1.31 | 2.76 | 1.33 | 3.69 | 1.33 | 2.75 |
| P16 | 15 | 2 | 1.56 | 326.48 | 1.59 | 45.37 | 1.63 | 2.95 | 1.64 | 3.89 | 1.64 | 2.94 |
| P17 | 15 | 3 | 1.50 | 1393.49 | 1.53 | 45.47 | 1.59 | 2.96 | 1.59 | 3.89 | 1.59 | 2.98 |
| P18 | 15 | 4 | 1.47 | 2348.76 | 1.50 | 45.78 | 1.55 | 3.00 | 1.55 | 3.94 | 1.55 | 2.99 |
| P19 | 17 | 2 | 1.77 | 1461.42 | 1.81 | 49.20 | 1.88 | 3.26 | 1.87 | 4.11 | 1.87 | 3.17 |
| P20 | 17 | 3 | 1.85 | 7237.00 | 1.76 | 49.41 | 1.93 | 3.20 | 1.91 | 4.10 | 1.93 | 3.25 |
| P21 | 17 | 4 | 1.78 | 7225.15 | 1.71 | 49.58 | 1.77 | 3.23 | 1.78 | 4.14 | 1.78 | 3.21 |
| P22 | 20 | 3 | 2.31 | 7277.19 | 2.25 | 54.62 | 2.38 | 3.60 | 2.37 | 4.45 | 2.39 | 3.51 |
| P23 | 20 | 4 | 2.26 | 7303.72 | 2.05 | 54.85 | 2.12 | 3.62 | 2.11 | 4.75 | 2.13 | 3.55 |
| P24 | 20 | 5 | 1.97 | 7328.10 | 1.88 | 55.14 | 1.95 | 3.61 | 1.96 | 4.52 | 1.94 | 3.57 |
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