兵工自动化Issue(10)：33-36,65,5.DOI:10.7690/bgzdh.2013.10.009
改进NSGA-Ⅱ算法在装备保障运输问题中的应用
Application of Improved NSGA-Ⅱin Equipment Supply Transportation
摘要
Abstract
By analyzing the transportation problem about the supply of wartime equipment, builds a multi-objective model of vehicle routing problem including travel distance, cost and risk indexes for targets. Genetic algorithm NSGA-Ⅱis applied into solve this model, and improved by introducing with elitism strategy and niche density, which are inspired to accelerate the convergence without leading to local optimization. Finally, the validity of the model and the algorithm are proven by analyzing an example, and an effective solution for the transportation problem about the supply of wartime equipment is provided.关键词
装备保障/多目标/模型/NSGA-Ⅱ算法Key words
equipment support/multi-objective/model/NSGA-Ⅱ algorithm分类
军事科技引用本文复制引用
赵文飞,赵文昌,韩庆龙,孙慧静..改进NSGA-Ⅱ算法在装备保障运输问题中的应用[J].兵工自动化,2013,(10):33-36,65,5.基金项目
国家自然科学基金(61205206) （61205206）
