Research Article

A Fast Fully Parallel Ant Colony Optimization Algorithm Based on CUDA for Solving TSP

Table 6

Results of the third experiment.

DatasetAlgorithmSolution resultRuntime (s)

Brazil58MMAS-RWM-BT25,649.3970.497
ESACO25,746.1181.395
FP-ACO25,438.4070.256

St70MMAS-RWM-BT731.3570.501
ESACO730.3191.483
FP-ACO730.3160.424

Gr96MMAS-RWM-BT554.8211.289
ESACO552.6831.659
FP-ACO553.5281.069

Lin105MMAS-RWM-BT15,479.2191.539
ESACO14,812.1051.801
FP-ACO15,377.9921.376

Bold values depict our algorithm sometimes is better than other algorithms in different datasets in third experiment.