Research Article
Discrete Bird Swarm Algorithm Based on Information Entropy Matrix for Traveling Salesman Problem
Table 7
Compare DBSA with DMRSA [
13] algorithm.
| No | Instance | Opt | DMRSA | DBSA | Best | Avg | PB | PA | Best | Avg | PB | PA |
| 1 | eil51 | 426 | 426 | 426.48 | 0.00 | 0.11 | 426 | 426.55 | 0.00 | 0.13 | 2 | berlin52 | 7542 | 7542 | 7542 | 0.00 | 0.00 | 7542 | 7542 | 0.00 | 0.00 | 3 | eil76 | 538 | 538 | 540.36 | 0.00 | 0.44 | 538 | 538.15 | 0.00 | 0.03 | 4 | rd100 | 7910 | 7910 | 7912.53 | 0.00 | 0.03 | 7910 | 7922 | 0.00 | 0.15 | 5 | kroA100 | 21282 | 21282 | 21282 | 0.00 | 0.00 | 21282 | 21286.6 | 0.00 | 0.02 | 6 | kroB100 | 22141 | 22141 | 22184.61 | 0.00 | 0.20 | 22141 | 22190.2 | 0.00 | 0.22 | 7 | kroC100 | 20749 | 20749 | 20751.14 | 0.00 | 0.01 | 20749 | 20759.3 | 0.00 | 0.05 | 8 | kroD100 | 21294 | 21294 | 21296.70 | 0.00 | 0.01 | 21294 | 21309 | 0.00 | 0.07 | 9 | kroE100 | 22068 | 22068 | 22114.96 | 0.00 | 0.21 | 22068 | 22140.55 | 0.00 | 0.33 | 10 | eil101 | 629 | 629 | 630.98 | 0.00 | 0.31 | 629 | 629.3 | 0.00 | 0.05 | 11 | lin105 | 14379 | 14379 | 14379 | 0.00 | 0.00 | 14379 | 14382.3 | 0.00 | 0.02 | 12 | bier127 | 118282 | 118282 | 118435.63 | 0.00 | 0.13 | 118282 | 118353.4 | 0.00 | 0.06 | 13 | ch130 | 6110 | 6110 | 6120.36 | 0.00 | 0.17 | 6110 | 6125.15 | 0.00 | 0.25 | 14 | ch150 | 6528 | 6528 | 6547.28 | 0.00 | 0.30 | 6528 | 6552.8 | 0.00 | 0.38 | 15 | kroA150 | 26524 | 26524 | 26568.67 | 0.00 | 0.17 | 26524 | 26564.6 | 0.00 | 0.15 | 16 | kroB150 | 26130 | 26130 | 26144.85 | 0.00 | 0.06 | 26132 | 26148.9 | 0.01 | 0.07 | 17 | kroA200 | 29368 | 29368 | 29439.08 | 0.00 | 0.24 | 29368 | 29434.8 | 0.00 | 0.23 | 18 | kroB200 | 29437 | 29438 | 29578.44 | 0.00 | 0.48 | 29437 | 29468.8 | 0.00 | 0.11 | 19 | lin318 | 42029 | 42040 | 42232.04 | 0.03 | 0.48 | 42119 | 42259.7 | 0.21 | 0.55 | 20 | rat575 | 6773 | 6909 | 6953.225 | 2.01 | 2.66 | 6795 | 6804 | 0.32 | 0.46 | 21 | rat783 | 8806 | 9031 | 9090.37 | 2.56 | 3.23 | 8824 | 8839.4 | 0.20 | 0.38 | 22 | rl1323 | 270199 | 271640 | 274083.42 | 0.53 | 1.44 | 270356 | 270807.1 | 0.06 | 0.23 | 23 | fl1400 | 20127 | 20348 | 20464.31 | 1.10 | 1.68 | 20194 | 20255.3 | 0.33 | 0.64 | 24 | d1655 | 62128 | 63847 | 64202.7 | 2.77 | 3.34 | 62326 | 62507.65 | 0.32 | 0.61 |
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