Research Article

A Hybrid Genetic Algorithm for Integrated Truck Scheduling and Product Routing on the Cross-Docking System with Multiple Receiving and Shipping Docks

Table 8

Best parameter set for the proposed hybrid GA.

ParameterValue

Population size of the outbound truck sequence80
Population size of the inbound truck sequence10
Termination condition for the individual truck sequence200 iterations
Termination condition for the nested population20 iterations
Crossover rate0.7
Mutation rate0.5
Elitism rate0.2
Offspring insertion methodReplacement
Product routing heuristicDBR
Initial sequence generation methodRandom permutation
Number of repetitions5