Research Article
Dynamic Vehicle Routing Problems with Enhanced Ant Colony Optimization
Table 2
Comparison of ACO, K-ACO, and E-ACO.
| Problem | ACO | K-ACO | E-ACO | Best | Average | Best | Average | Best | Average |
| f71 | 311.18 | 358.69 | 286.42 | 315.31 | 259.71 | 297.08 | c50 | 631.30 | 681.86 | 611. 27 | 652.45 | 607.21 | 647.21 | c75 | 1009.36 | 1042.39 | 982.30 | 1136.90 | 924.71 | 1045.44 | c100 | 973.26 | 1066.16 | 1021.00 | 1161.50 | 973.40 | 1044.96 | c100b | 944.23 | 1023.60 | 921.41 | 1000.80 | 869.22 | 950.17 | c120 | 1416.45 | 1525.15 | 1137.50 | 1297.30 | 1108.15 | 1197.68 | c150 | 1345.73 | 1455.50 | 1480.00 | 1730.90 | 1378.63 | 1472.40 | c199 | 1771.04 | 1844.82 | 1732.00 | 1970.60 | 1561.12 | 1836.86 | tai75a | 1843.08 | 1945.2 | 1657.10 | 2083.30 | 1690.91 | 1983.92 | tai75b | 1535.43 | 1704.06 | 1541.90 | 1680.70 | 1509.56 | 1647.78 | tai75c | 1574.98 | 1653.58 | 1395.10 | 1591.60 | 1329.42 | 1470.60 | tai75d | 1472.35 | 1529.00 | 1493.70 | 1663.10 | 1409.14 | 1661.73 | tai100a | 2375.92 | 2428.38 | 2497.60 | 2714.20 | 2281.70 | 2550.64 | tai100b | 2283.97 | 2347.90 | 2365.80 | 2624.70 | 2255.83 | 2500.72 | tai100c | 1562.30 | 1655.91 | 1547.60 | 1764.50 | 1442.45 | 1743.07 | tai100d | 2008.13 | 2060.72 | 1958.80 | 2227.50 | 1581.36 | 1843.82 | tai150a | 3644.78 | 3840.18 | 3800.60 | 4206.40 | 3307.63 | 3684.03 | tai150b | 3166.88 | 3327.47 | 3270.20 | 3654.80 | 3128.00 | 3439.38 | tai150c | 2811.48 | 3016.14 | 2795.00 | 2886.20 | 2583.36 | 2729.15 | tai150d | 3058.87 | 3203.75 | 2981.20 | 3245.21 | 2808.99 | 3186.08 | average | 1787.04 | 1885.52 | 1856.83 | 2064.07 | 1650.53 | 1846.64 | Count | 2 | 8 | 1 | 0 | 17 | 12 |
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