Research Article

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

Table 4

Design of experiment of tuned GA with CVRPLib data clusters.

Selected parameter Values

Number of data files100
Mutation rates0.0010, 0.0025, 0.0050, 0.0075, 0.0100
Replications5 per one mutation rate
Size of the population50
Size of the generations100