火力与指挥控制2017，Vol.42Issue(11)：146-150,5.DOI:10.3969/j.issn.1002-0640.2017.11.31
基于Pareto排序法的战时装备维修任务多目标调度方法
Multi-objective Scheduling Method of Wartime Equipment Maintenance Task Based on Pareto Sorting
摘要
Abstract
For the problem of weapons and equipment maintenance during wartime,this paper built a multi-objective scheduling model considering of the maximum completion time,delay time and maintenance unit load. In order to improve the diversity and convergence of solutions, a genetic algorithm combined Pareto sorting method and the niche technology was developed to solve the model. The fitness was evaluated by Pareto sorting and crowding distance, the weight coefficients was generated randomly by chaotic system,and the niche technology was used to improve the way of choice. The application results show that the proposed method can solve the multi-objective scheduling problem during equipment maintenance process effectively.关键词
装备维修/多目标调度/Pareto排序法/混合遗传算法Key words
equipment maintenance/multi-objective scheduling/pareto sorting/hybrid genetic algorithm分类
军事科技引用本文复制引用
温海骏,李清,邵延君,刘永姜..基于Pareto排序法的战时装备维修任务多目标调度方法[J].火力与指挥控制,2017,42(11):146-150,5.基金项目
山西省自然科学基金资助项目(2015011060) （2015011060）
