摘要
针对一站式保障模式下的航母保障设备布置优化问题,构建了舰载机保障工序和保障站位的编码模型,以在满足典型布列方案的前提下实现保障资源最优为优化目标,建立了优化求解模型及多约束模型,针对该优化易陷入局部最优的特点,提出了基于模式切换策略的改进粒子群优化算法,通过粒子种群捕食与逃生模式的切换,以及强粒子群与弱粒子群之间的信息单向共享,实现了高维多峰最优化问题的有效求解,得到了舰面保障站布置的优化。
Aiming at the optimization of aircraft carrier support equipment layout under the one-stop support model,coding models for carrier-based aircraft support procedures and support stations are constructed,so as to optimize the support resources under the premise of satisfying typical arrangements.Aiming at the characteristics that the optimization is easy to fall into local optimum,an improved particle swarm optimization algorithm based on mode switching strategy is proposed.The one-way information-sharing of the weak group realizes the effective solution of the high-dimensional multi-peak optimization problem,and obtains the optimization of the ship surface support station arrangement.
作者
杨凌
茅云生
宋利飞
YANG LING;MAO Yunsheng;SONG Lifei(School of Naval Architecture,Ocean and Energy Power Engineering,Wuhan University of Technology,Wuhan 430063,China)
出处
《船舶工程》
CSCD
北大核心
2022年第S01期575-580,共6页
Ship Engineering
关键词
一站式保障
资源优化
粒子群算法
保障站布置
one-stop support
resource optimization
particle swarm optimization
supportstation layout
