适用于多峰函数优化问题的通用演化算法(英文)

A GENERIC EVOLUTIONARY ALGORITHM FOR SOLVING MULTI-MODAL FUNCTION OPTIMIZATION PROBLEMS

本文主要研究了非线性规划中多峰问题的优化求解.通过引入精英库、灭绝再生等,提出了一个适用于求解多峰问题的通用演化算法;并且新算法在四个复杂的多峰函数和一个三十维的整数规划问题上进行了试验,得到了数值结果.

In this paper, we mainly aim at nonlinear programming. We proposed a generic the optimization of multi-modal function in the evolutionary algorithm for multi-modal function by introducing elitist bank, extinction and regeneration,ete. Furthermore, the new algorithm has been tested on four complicated multi-modal problems and a thirty dimensional integer programming and numerical results are obtained.