Convergence Analysis of Evolutionary Algorithm Based on Non-Uniform Mutation for Multi-Dimensional and Multimodal Functions
Xinchao Zhao · Xitong kexue yu shuxue · 2010
The empirical and mechanism analysis based on evolutionary algorithm(EA) for non-uniform mutation operator show its excellent performance.Recently the convergence analysis of EA with non-uniform mutation operator is provided for one-dimensional functions. In this paper,based on the Markov process theory the convergence is generalized to general multi-dimensional and multimodal functions.The performance comparison with FEP indicates that the proposed EA model has good performance and potential application.