基于弹药挂载工作的舰载机保障作业调度
Carrier-based aircraft support operation scheduling based on ammunition loading work
吕晓峰 1杨东泽 1王丽婷 1马羚1
作者信息
- 1. 海军航空大学岸防兵学院,山东烟台 264001
- 折叠
摘要
针对弹药挂载工作下舰载机保障作业问题,分析了弹药挂载作业与舰载机其他保障作业的约束关系,并基于保障资源约束,以舰载机保障作业完成时间和负载方差最小化为优化目标,建立了考虑弹药挂载工作下的保障作业调度模型.通过设计基于保障工序优先级的染色体片段编码方式,避免了大量不可行解的产生,提出了一种改进的NSGA-Ⅱ算法.以国外某型航母为例进行仿真分析,验证了模型与算法所得调度方案的可行性.
Abstract
Aiming at the problem of carrier-based aircraft support under the ammunition loading work,the constraint relationship between the ammunition loading operation and other support operations of the carrier-based aircraft is analyzed,and based on the constraints of support resources,the completion time and load variance of the carrier-based aircraft support operation are the smallest.As an optimization objective,a support job scheduling model considering the ammunition loading work is established.An improved NSGA-Ⅱ algorithm is proposed by designing a chromosome segment coding method based on ensuring the priority of process,which avoids the generation of a large number of infeasible solutions.Taking a foreign aircraft carrier as an example,the feasibility of the scheduling scheme obtained by the model and algorithm is verified.
关键词
舰载机/调度优化/NSGA-Ⅱ/多目标优化/资源约束Key words
carrier-based aircraft/scheduling optimization/NSGA-Ⅱ/multi-objective optimization/resource constraint引用本文复制引用
出版年
2024
NETL
NSTL
万方数据