重庆理工大学学报：自然科学2012，Vol.26Issue(10)：76-81,96,7.
基于改进NSGA-Ⅱ算法的军事应急物流路径优化
Research of Emergency Military Logistics Route Optimization Based on Improved NSGA-Ⅱ
陈勤 1陈毅平 2王伟嘉 1宁亚辉 1张洪萍1
作者信息
- 1. 后勤工程学院后勤信息工程系,重庆401311
- 2. 南京财经大学应用数学学院,南京210046
- 折叠
摘要
Abstract
This paper solves the multi-objective optimization for emergency military logistics route optimization based on improved NSGA- Ⅱ. First of all, we consider the actual road conditions and establish a mathematical model of multi-objective optimization problem to military emergency logistics path optimization problem. Then we code in Matlab, against the shortcomings of design in NSGA- Ⅱ. By comparing the two algorithms, we verify that the improved algorithm is effective in avoiding premature convergence, raising efficiency stability and the diversity of the population.关键词
军事应急物流/路径优化问题/多目标优化问题/NSGA-Ⅱ算法Key words
military emergency logistics/path optimization/multi-objective optimization/NSGA- Ⅱ algorithm分类
信息技术与安全科学引用本文复制引用
陈勤,陈毅平,王伟嘉,宁亚辉,张洪萍..基于改进NSGA-Ⅱ算法的军事应急物流路径优化[J].重庆理工大学学报：自然科学,2012,26(10):76-81,96,7.
