Research Article

Integrated Berth Allocation and Time-Variant Quay Crane Scheduling with Tidal Impact in Approach Channel

Table 2

Parameter selection for heuristic algorithms.

Heuristic algorithm Parameters Parameter candidate values Best parameter value

GACrossover probability 0.7, 0.8, 0.9 0.9
Mutation probability0.05, 0.10, 0.15 0.1
Population size 100, 200 200
Number of generations 150, 200 150

HPSOPopulation size 100, 200, 300 200
Number of generations 100, 150, 200 150

HSAInitial temperature800, 1000, 1200 1000
Cooling rate0.85, 0.90, 0.95 0.9
Chain length 100, 200 200
Terminal temperature 0.005, 0.001 0.001