Research Article

The Application of an Adaptive Genetic Algorithm Based on Collision Detection in Path Planning of Mobile Robots

Table 6

Algorithm parameters.

AGACDStart grid number0
Target grid number399
Initial population size60
Number of iterations300
Crossover probabilitypc_high0.7
pc_low0.65
Mutation probabilitypm_high0.3
pm_low0.15

BGAStart grid number0
Target grid number399
Initial population size60
Number of iterations300
Crossover probability0.8
Mutation probability0.3