| 基于蚂蚁算法的混合离散变量机械优化设计方法 |
| |
| 引用本文： | 郭惠昕.基于蚂蚁算法的混合离散变量机械优化设计方法[J].机械设计与研究,2006,22(3):11-12,26. |
| |
| 作者姓名： | 郭惠昕 |
| |
| 作者单位： | 湖南文理学院,机械工程系,湖南,常德,415000 |
| |
| 摘 要： | 引入蚁群更新、沿途搜索等策略对蚂蚁算法进行了改进。为了求解混合离散变量优化设计问题，在搜索过程中对设计变量进行工程化处理，蚂蚁按处理后的变量进行离散搜索。采用MATLAB语言设计了蚂蚁算法程序，通过典型优化设计问题进行了验证，并给出了混合离散变量机械优化设计实例。实例表明，改进后的蚂蚁算法全局收敛能力强，程序运行可靠。
|
| 关 键 词： | 蚂蚁算法 混合离散变量 优化设计 |
| 文章编号： | 1006-2343（2006）03-11-03 |
| 收稿时间： | 2005-05-19 |
| 修稿时间： | 2005-05-19 |
Ant Colony Algorithm for Mechanical Optimization Design With Mixed-discrete Variables |
| |
| GUO Hui-xin.Ant Colony Algorithm for Mechanical Optimization Design With Mixed-discrete Variables[J].Machine Design and Research,2006,22(3):11-12,26. |
| |
| Authors: | GUO Hui-xin |
| |
| Affiliation: | Department of Mechanical Engineering, Hunan University of Arts and Science, Hunan Changde 415003, China |
| |
| Abstract: | The basic ant colony optimization algorithm was improved by introducing rebirth of ant colony and searching on the way. In order to solve optimization problem with mixed-discrete variables, design variables were located at discrete point for satisfying engineering requirement. A program of improved ant colony algorithm was designed with the language of MATLAB, and its reliability was validated with typical optimization problems. An example of mechanical mixed-discrete optimization design was given. The improved ant colony algorithm has good convergence and good robustness. |
| |
| Keywords: | ant colony algorithm mixed-discrete variables optimization design |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
