Research Article

Genetic Algorithm for Combinatorial Path Planning: The Subtour Problem

Table 9

Convergence results for the 17-from-133 problem with different 2-opt method probabilities.

2-opt probability Simulations converged after 250 generations Number of generations for full convergence

0.05 15% 43148
0.2 34% 12180
0.584%728
1 94% 1233