Maximum Entropy Differential Evolution Algorithm to a Class of Nonlinear Minimax Problems

摘要：

Concerning the fact that the objective function of a class of nonlinear minimax problems is non-smooth caused difficulty in solving this problem, a new algorithm was proposed. This algorithm used differential evolution algorithm with maximum entropy function method. Firstly, the maximum entropy function was used to transform the minimax problems into unconstrained differentiable optimization problem, then using the differential evolution algorithm to solve this problem. The numerical results show that the algorithm converges faster and has numerical stability, and it is an effective algorithm for nonlinear minimax problems.

关键词： differential evolution algorithm nonlinear minimax problems maximum-entropy method

作者: Haixia CHEN Tiegui YANG

作者单位: Department of basic education, Zhengzhou Occupation Technology College, Zhengzhou 450121,China

会议类型: 国际会议

会议名称: 2010 International Conference on Circuit and Signal Processing(2010年电路与信号处理国际会议 ICCSP 2010)

会议地点: 上海

会议语种:英文

页码: 296-299

在线出版日期: 2010-12-25（万方平台首次上网日期，不代表论文的发表时间）