| 适用于多峰函数优化问题的通用演化算法 |
| |
| 引用本文： | 龚佳芬,邹秀芬,彭友全. 适用于多峰函数优化问题的通用演化算法[J]. 数学杂志, 2006, 26(2): 119-124 |
| |
| 作者姓名： | 龚佳芬 邹秀芬 彭友全 |
| |
| 作者单位： | 1. 武汉大学数学与统计学院,湖北,武汉,430072
2. 上海伊尔普信息技术有限公司,上海,200233 |
| |
| 基金项目： | SupportedbyNationalNaturalScienceFoundationofChina(60573168)，NaturalScienceFoundationofHubeiProvince(2004ABA011) |
| |
| 摘 要： | 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.
|
| 关 键 词： | 演化算法 多峰 函数优化 |
| 文章编号： | 0255-7797（2006）02-0119-06 |
| 收稿时间： | 2004-02-18 |
| 修稿时间： | 2004-02-182005-03-25 |
A GENERIC EVOLUTIONARY ALGORITHM FOR SOLVING MULTI-MODAL FUNCTION OPTIMIZATION PROBLEMS |
| |
| GONG Jia-fen,ZOU Xiu-fen,PENG You-quan. A GENERIC EVOLUTIONARY ALGORITHM FOR SOLVING MULTI-MODAL FUNCTION OPTIMIZATION PROBLEMS[J]. Journal of Mathematics, 2006, 26(2): 119-124 |
| |
| Authors: | GONG Jia-fen ZOU Xiu-fen PENG You-quan |
| |
| Affiliation: | 1. School of Mathematics and Statistics, Wuhan University, Wuhan 430072, China;2. Shanghai Sherp Ltd. of Information and Technology, Shanghai 200233,China |
| |
| Abstract: | In this paper, we mainly aim at the optimization of multi-modal function in the nonlinear programming. We proposed a generic evolutionary algorithm for multi-modal function by introducing elitist bank, extinction and regeneration,etc. Furthermore, the new algorithm has been tested on four complicated multi-modal problems and a thirty dimensional integer programming and numerical results are obtained. |
| |
| Keywords: | evolutionary algorithm(EA) multi-modal function optimization |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
