Stopping Criteria and Mutation Strategy Based on the Theoretical Analysis for a Class of Evolutionary Algorithms

摘要：

In this paper the convergence properties for a class of evolutionary algorithms in continuous space are studied. Under the certain conditions, the convergence theorem is presented with the selection and mutation operators. Based on the convergence analysis, we discuss the stopping criteria. Furthermore, a new mutation strategy is constructed on the foundation of the principle of simulated annealing-like strategy. The numerical simulations are offered to illustrate the effectiveness of the strategy.

作者: Zhai Jingang Yang Zhenguang Xin Jie Li Hongbo

作者单位: School of Mathematics and Information Ludong University Yantai, P. R. China 264025

会议类型: 国际会议

会议名称: 第三届国际脉冲动力系统及应用学术会议

会议地点: 青岛

会议语种:英文

在线出版日期: 2006-07-21（万方平台首次上网日期，不代表论文的发表时间）