Research Article
Driving Strategy Using an Improved Ant Colony System for Energy-Efficient Train
Table 2
Comparison of the results between ACS and ACSd.
| Instances | Algorithm | Opt. | Max | | | | Min | Err. (%) | S.t. |
| eil51 | ACS | 426 | 455.152 | 453.881 | 449.160 | 446.438 | 443.176 | 4.0 | 3.25 | ACSd | 429.484 | 429.032 | 428.982 | 428.982 | 428.872 | 0.7 | 0.15 |
| KroA100 | ACS | 21282 | 22884.7 | 22689.2 | 22479.2 | 22374.4 | 22300.1 | 4.8 | 151.12 | ACSd | 21628 | 21587.8 | 21307.4 | 21285.4 | 21285.4 | 0.0 | 122.59 |
| eil101 | ACS | 629 | 704.712 | 697.434 | 690.385 | 677.283 | 671.198 | 6.7 | 8.74 | ACSd | 665.174 | 655.826 | 650.095 | 644.975 | 642.866 | 2.2 | 5.33 |
| d198 | ACS | 15780 | 17099.30 | 17069.70 | 16818.85 | 16537.02 | 16456.50 | 4.3 | 194.23 | ACSd | 16163.30 | 16071.74 | 16009.60 | 15963.46 | 15933.20 | 1.0 | 51.28 |
| KroA200 | ACS | 29368 | 32305.10 | 32186.30 | 31802.30 | 31286.43 | 31209.70 | 6.3 | 329.95 | ACSd | 30098.60 | 29922.71 | 29667.55 | 29518.40 | 29469.00 | 0.3 | 160.66 |
| d493 | ACS | 35002 | 40688.80 | 40403.00 | 40117.25 | 39860.34 | 39687.10 | 13.4 | 251.03 | ACSd | 39895.80 | 39654.84 | 39286.60 | 38747.83 | 38395.60 | 9.7 | 378.12 |
|
|