Machine Learning-Based Parameter Tuned Genetic Algorithm for Energy Minimizing Vehicle Routing Problem

Table 2

Results of the genetic algorithm.

Selected parameter	Value for the parameter of the genetic algorithm
Size of the population	50
Size of the generations	100					1000
Mutation rates	0.001	0.0025	0.005	0.0075	0.01	0.001	0.0025	0.0050	0.0075	0.01
Average energy reduction percentage (%)	26.64	26.70	24.54	22.54	21.42		50.04	42.95	37.60	34.04
Average computational time (100 files)	1044.6 seconds

energy reduction percentage.