电光与控制, 2016, 23 (2): 99, 网络出版: 2016-03-25
资源约束下飞机消耗件随机型联合补充研究
Joint Replenishment Problem of Aircraft Consumptive Items Under Resource Constraint
军用飞机 消耗件 联合补充问题 自适应遗传算法 military aircraft consumptive item joint replenishment problem adaptive genetic algorithm
摘要
消耗件供应保障是飞机综合保障的重要内容,基于多项联合补充对飞机消耗件供应保障进行研究。根据飞机保障实际,扩展了随机型联合补充模型,建立了资源约束下消耗件随机型联合补充模型。针对随机型联合补充迭代算法处理资源约束问题的局限性,修正了基本订购周期倍数的取值范围,提出了基于种群特征、个体特征和种群进化阶段的自适应遗传算法。最后结合文献实例,进行了仿真分析。
Abstract
The consumptive item supply support,which is very important for military aircraft integrated logistic support,is studied based on the multi-item joint replenishment.According to the aircraft support practice,the stochastic joint replenishment model is expanded,and a consumptive item stochastic joint replenishment model under resource restriction is established.With consideration of the limitation of stochastic joint replenishment iterative algorithm when processing the resource constraint problem,the range of the basic cycle time multiple is modified.A new improved adaptive genetic algorithm is proposed based on the genetic population characteristics,the individual characteristics and the population evolution phase.An example is simulated and analyzed based on some literatures.
张帅, 滕克难, 徐吉辉, 李季颖. 资源约束下飞机消耗件随机型联合补充研究[J]. 电光与控制, 2016, 23(2): 99. ZHANG Shuai, TENG Ke-nan, XU Ji-hui, LI Ji-ying. Joint Replenishment Problem of Aircraft Consumptive Items Under Resource Constraint[J]. Electronics Optics & Control, 2016, 23(2): 99.