Research Article

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

Table 1

Design of experiment (DOE) for the genetic algorithm.

Selected parameter Values

Mutation rates0.0010, 0.0025, 0.0050, 0.0075, 0.0100
Size of the population50
Size of the generations100 and 1000
Replications5 per one mutation rate, population size, and number of generations