Evolutionary Algorithm with Non-Uniform Mutation and Its Applications
Xin Juan Zhao · Chinese Journal of Computers · 2006
An adaptive evolutionary algorithm(EA) is proposed based on the non-uniform mutation.Why it has adaptability is theoretically analyzed.Then the proposed algorithm is applied to the realistic deposited oil layers question.Finally,further comparisons with other similar EAs are made based on some high dimensional and multimodal functions,which prove the superiority over other EAs.The better performance of the adaptive EA is obtained without introducing any extra computing and parameters.