A comparison of reproductive success and the effect of mating restrictions in coarse-grained parallel genetic algorithms
Jonathan Vincent · 2003
This paper examines the influence of mating restrictions in two parallel genetic algorithms; the island-model, and an alternative which adaptively partitions the search space into separately optimised regions. Mating restrictions are found critical in both cases, but particularly the island-model whose performance is only comparable when mating is significantly restricted.