| 含约束条件多峰函数优化问题的混合遗传算法 |
| |
| 引用本文： | 董四辉,周惠成.含约束条件多峰函数优化问题的混合遗传算法[J].大连铁道学院学报,2006,27(1):27-30. |
| |
| 作者姓名： | 董四辉 周惠成 |
| |
| 作者单位： | 大连交通大学环境科学与工程学院 辽宁大连116028(董四辉)，大连理工大学土木水利学院 辽宁大连116024(周惠成) |
| |
| 摘 要： | 针对目前求解含约束条件多峰函数全局优化问题存在的困难,结合传统优化算法和常规遗传算法,提出一种寻求含约束条件多峰函数全局最优解的混合遗传算法.算例分析结果表明:该算法保留了传统优化算法的局部寻优能力和常规遗传算法的全局寻优能力,是寻求含约束条件多峰函数优化问题的一种有效算法.
|
| 关 键 词： | 全局优化 约束 多峰函数 遗传算法 |
| 文章编号： | 1000-1670（2006）01-0027-04 |
| 收稿时间： | 2005-05-16 |
A Mixed Genetic Algorithm to Optimize Multi-Peak Function including Constraints |
| |
| DONG Si-hui, ZHOU Hui-cheng.A Mixed Genetic Algorithm to Optimize Multi-Peak Function including Constraints[J].Journal of Dalian Railway Institute,2006,27(1):27-30. |
| |
| Authors: | DONG Si-hui ZHOU Hui-cheng |
| |
| Institution: | 1. School of Environment Science and Engineering, Dalian Jiaotong University, Dalian 116028, China; 2. School of Civil and Hydraulic, Dalian University of Technology, Dalian 116024, China |
| |
| Abstract: | Aimed at the difficulty in optimizing multi-peak function including constraints,a fixed genetic algorithm is proposed to solve the above optimization problem based on traditional optimization algorithm and conventional genetic algorithm.Results of case study show that the fixed algorithm preserves local optimization ability of traditional optimization algorithm and the holistic optimization ability of conventional genetic algorithm.It is an effective algorithm to resolve the multi-peak function including constraints. |
| |
| Keywords: | holistic optimization constraint multi-peak function genetic algorithm |
| 本文献已被 CNKI 维普 等数据库收录！ |
