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. 2016 Mar 13;2016:1712630. doi: 10.1155/2016/1712630

Table 5.

Compare LBSA with ASA-GS and MSA-IBS on 40 benchmark instances from TSPLIB.

Number Instance OPT ASA-GS MSA-IBS LBSA
Mean PEav Time Mean PEav Time Mean PEav Time
1 Ch150 6528 6539.8 0.16 10.91 6529 0.02 0.86 6529.8 0.03 1.29
2 Kroa150 26524 26538.6 0.05 10.9 26524 0 0.82 26524 0 0.98
3 Krob150 26130 26178.1 0.18 10.9 26135 0.02 1.51 26137 0.03 1.65
4 Pr152 73682 73694.7 0.01 10.85 73682 0 0.84 73682 0 0.87
5 U159 42080 42398.9 0.75 11.49 42080 0 0.79 42080 0 0.91
6 Rat195 2323 2348.05 1.07 14.37 2330.2 0.31 1.86 2328 0.22 1.93
7 D198 15780 15845.4 0.41 14.6 15780 0 1.39 15780 0 1.53
8 Kroa200 29368 29438.4 0.23 14.26 29378 0.03 1.74 29373.8 0.02 1.67
9 Krob200 29437 29513.1 0.25 14.24 29439.8 0.01 1.95 29442.2 0.02 2.1
10 Ts225 126643 126646 0.00 16.05 126643 0 1.3 126643 0 1.54
11 Pr226 80369 80687.4 0.39 16.7 80369 0 1.93 80369.8 0.00 2.16
12 Gil262 2378 2398.61 0.86 19.43 2378.8 0.03 2.39 2379.2 0.05 2.72
13 Pr264 49135 49138.9 0.00 19.09 49135 0 1.43 49135 0 1.49
14 Pr299 48191 48326.4 0.28 21.94 48226.4 0.07 2.67 48221.2 0.06 2.93
15 Lin318 42029 42383.7 0.84 23.35 42184.4 0.37 2.4 42195.6 0.40 2.58
16 Rd400 15281 15429.8 0.97 30.4 15347.2 0.43 3.2 15350.4 0.45 3.46
17 Fl417 11861 12043.8 1.54 32.02 11875.6 0.12 3.72 11867.8 0.06 4.01
18 Pr439 107217 110226 2.80 34.92 107407.2 0.18 3.6 107465.2 0.23 3.95
19 Pcb442 50778 51269.2 0.96 35.75 50970 0.38 3.68 50877 0.19 4.31
20 U574 36905 37369.8 1.25 48.47 37155.8 0.68 5.21 37164.6 0.70 6.13
21 Rat575 6773 6904.82 1.94 52.1 6839.8 0.99 5.27 6837.4 0.95 5.99
22 U724 41910 42470.4 1.33 66.83 42212.2 0.72 8.11 42252 0.82 8.34
23 Rat783 8806 8982.19 2.00 78.9 8893.4 0.99 8.99 8888.2 0.93 8.9
24 Pr1002 259045 264274 2.01 164.42 261481.8 0.94 12.71 261805.2 1.07 12.96
25 Pcb1173 56892 57820.5 1.63 193.08 57561.6 1.18 8.9 57431.8 0.95 9.61
26 D1291 50801 52252.3 2.85 214.64 51343.8 1.07 10.59 51198.8 0.78 11.77
27 Rl1323 270199 273444 1.20 210.16 271818.4 0.6 11.53 271714.4 0.56 12.64
28 Fl1400 20127 20782.2 3.25 232.02 20374.8 1.23 17.72 20249.4 0.61 15.43
29 D1655 62128 64155.9 3.26 281.88 62893 1.23 16.18 63001.4 1.41 16.45
30 Vm1748 336556 343911 2.18 276.98 339617.8 0.91 19.7 339710.8 0.94 19.05
31 U2319 234256 236744 1.06 410.97 235236 0.42 17.02 235975 0.73 18.94
32 Pcb3038 137694 141242 2.57 554.28 139706.2 1.46 27.64 139635.2 1.41 29.05
33 Fnl4461 182566 187409 2.65 830.9 185535.4 1.63 30.43 185509.4 1.61 29.67
34 Rl5934 556045 575437 3.48 1043.95 566166.8 1.82 50.76 566053 1.80 52.5
35 Pla7397 23260728 24166453 3.89 1245.22 2.38E+07 2.48 100.69 2.38E+07 2.24 89.61
36 Usa13509 19982859 20811106 4.14 2016.05 2.04E+07 2.06 365.12 2.04E+07 1.89 326.76
37 Brd14051 469385 486197 3.58 2080.5 478609.6 1.97 375.28 478010 1.84 369.86
38 D18512 645238 669445 3.75 2593.97 658149.2 2.00 654.85 657457.2 1.89 629.14
39 Pla33810 66048945 69533166 5.27 4199.88 68075607 3.07 1959.68 68029226.4 3.00 1998.19
40 Pla85900 142382641 156083025 9.63 8855.13 146495515.6 2.89 7596.18 145526542.6 2.21 7586.6
Average 1.87 650.31 0.81 283.52 0.75 282.49