Optimization Using Distributed Genetic Algorithms

Data collected concerning execution times show that the GENITOR genetic algorithm using multiple subpopulations may execute much faster than the single population version when the cost of the evaluation function is low; thus, total number of evaluations is not always a good metric for making performance comparisons.