| 基于免疫遗传算法的设备布局问题研究 |
| |
| 引用本文： | 梁勤欧,周晓艳.基于免疫遗传算法的设备布局问题研究[J].武汉理工大学学报(信息与管理工程版),2011,33(4):643-646,655. |
| |
| 作者姓名： | 梁勤欧 周晓艳 |
| |
| 作者单位： | 1. 浙江师范大学地理与环境科学学院,浙江金华,321004
2. 武汉大学资源与环境科学学院,湖北武汉,430079 |
| |
| 基金项目： | 国家自然科学基金资助项目(70773089) |
| |
| 摘 要： | 针对免疫遗传算法中存在的问题,提出了一种改进免疫遗传算法。改进算法的主要特点是简化了种群个体的选择机制,采用了新的亲和力组合计算的方法。通过单行与多行机器布局的实验验证了新算法,得到了满意的效果。同时,纠正了相关文献中设备可用空间计算中的错误,简化了机器净间距序列调整方法。
|
| 关 键 词： | 设备布局问题 免疫遗传算法 改进免疫遗传算法 设备可用空间计算 |
Researches on Facility Layout Problem Based on Immune Genetic Algorithm |
| |
| HANG Qin'ou,ZHOU Xiaoyan.Researches on Facility Layout Problem Based on Immune Genetic Algorithm[J].Journal of Wuhan University of Technology(Information & Management Engineering),2011,33(4):643-646,655. |
| |
| Authors: | HANG Qin'ou ZHOU Xiaoyan |
| |
| Affiliation: | Prof.;School of Geography and Environment Science,Zhejiang Normal University,Jinhua 321004,China. |
| |
| Abstract: | Aiming at the problems of immune genetic algorithm,an improved immune genetic algorithm was put forward.The characteristic of the improved immune genetic algorithm is that it simplified population selection method and adopted a new computing method of affinity.Then the improved immune genetic algorithm was verified by experiment of one-line and multi-line machine layout.A desired result was obtained.In the meantime,the modified algorithm corrected a mistake of facility layout available space calculation mod... |
| |
| Keywords: | facility layout problem immune genetic algorithm improved immune genetic algorithm facility layout available space calculation |
| 本文献已被 CNKI 万方数据 等数据库收录！ |
|
