Review Article
Bee-Inspired Algorithms Applied to Vehicle Routing Problems: A Survey and a Proposal
Table 4
Computational results of TSPoptBees.
| Instance | BKS | Best | # BKS | Average | PDb | PDav | Iterations | # bees | Time |
| att48 | 10628 | 10628 | 15 | 10646.20 | 0.00 | 0.17 | 2159.50 | 180.40 | 49.45 | eil51 | 426 | 427 | 0 | 427.37 | 0.23 | 0.32 | 1954.63 | 137.87 | 40.13 | berlin52 | 7542 | 7542 | 29 | 7545.83 | 0.00 | 0.05 | 1486.20 | 161.33 | 33.56 | st70 | 675 | 675 | 8 | 679.73 | 0.00 | 0.70 | 2270.53 | 186.27 | 78.49 | eil76 | 538 | 538 | 12 | 541.20 | 0.00 | 0.59 | 3322.10 | 168.67 | 98.24 | pr76 | 108159 | 108159 | 23 | 108368.90 | 0.00 | 0.19 | 2426.93 | 192.13 | 81.91 | kroA100 | 21282 | 21282 | 16 | 21296.63 | 0.00 | 0.07 | 2061.30 | 219.27 | 86.89 | kroB100 | 22141 | 22141 | 17 | 22176.93 | 0.00 | 0.16 | 2575.17 | 225.13 | 123.98 | kroC100 | 20749 | 20749 | 16 | 20797.33 | 0.00 | 0.23 | 2706.03 | 223.67 | 132.27 | kroD100 | 21294 | 21294 | 3 | 21456.37 | 0.00 | 0.76 | 2992.10 | 238.33 | 139.68 | kroE100 | 22068 | 22106 | 0 | 22144.40 | 0.17 | 0.35 | 2627.53 | 226.60 | 122.91 | rd100 | 7910 | 7910 | 3 | 7997.07 | 0.00 | 1.10 | 2557.03 | 214.13 | 132.98 | eil101 | 629 | 629 | 8 | 630.93 | 0.00 | 0.31 | 2606.13 | 179.67 | 91.90 | lin105 | 14379 | 14379 | 29 | 14380.23 | 0.00 | 0.01 | 2352.03 | 250.80 | 129.81 | pr107 | 44303 | 44303 | 18 | 44345.60 | 0.00 | 0.10 | 1853.17 | 319.73 | 183.47 | pr124 | 59030 | 59030 | 20 | 59107.07 | 0.00 | 0.13 | 2296.20 | 309.47 | 181.00 | bier127 | 118282 | 118282 | 4 | 118650.20 | 0.00 | 0.31 | 2901.80 | 167.20 | 120.26 | pr136 | 96772 | 96785 | 0 | 97671.70 | 0.01 | 0.93 | 4030.93 | 225.13 | 275.90 | kroA150 | 26524 | 26583 | 0 | 26827.27 | 0.22 | 1.14 | 3586.33 | 243.47 | 291.64 | kroB150 | 26130 | 26130 | 3 | 26237.90 | 0.00 | 0.41 | 4075.33 | 242.00 | 371.65 | rat195 | 2323 | 2331 | 0 | 2352.53 | 0.34 | 1.27 | 3724.30 | 247.87 | 538.12 | kroA200 | 29368 | 29368 | 1 | 29527.93 | 0.00 | 0.54 | 4063.77 | 282.33 | 564.80 | kroB200 | 29437 | 29489 | 0 | 29771.77 | 0.18 | 1.14 | 4489.53 | 282.33 | 464.05 | tsp225 | 3916 | 3916 | 1 | 3984.37 | 0.00 | 1.75 | 4743.40 | 254.47 | 711.53 | a280 | 2579 | 2579 | 3 | 2613.50 | 0.00 | 1.34 | 4424.30 | 268.40 | 939.57 | lin318 | 42029 | 42196 | 0 | 42589.33 | 0.40 | 1.33 | 6341.37 | 267.67 | 1428.00 | fl417 | 11861 | 11902 | 0 | 12003.13 | 0.35 | 1.20 | 5907.13 | 492.80 | 3026.35 | pr439 | 107217 | 107685 | 0 | 110352.80 | 0.44 | 2.92 | 6524.4 | 299.20 | 2651.69 |
|
|