A New Selection Operator to Improve the Genotype Diversity in Genetic Algorithm

In this paper, we propose an •gelite correlation selection operator (ecs)•h as a new selection operator for survival. The proposed method selects individuals with a fitness and a genotype similarity among populations. The performance of the proposed method is examined with several standard test functions. We compare the performance of the proposed method with conventional methods. The experimental results show good performance.