Research Article

Genetic Algorithm for Combinatorial Path Planning: The Subtour Problem

Table 3

Simulation cases to test efficiency of different genetic operators together with the 2-opt method.

Crossover type Mutation Mean fitness Variance of fitness

Double point Applied 0.993 3.12
Single point Applied 1 1
Double point Not applied 0.994 2.62
Single point Not applied 0.998 1.31