Optimization Algorithm of Military Airlift Loading Based on 0-1 Integer Linear Programming
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摘要: 为了高效地制定军事空运装载方案,在分析空运物资和载机货舱特点的基础上,构建了6种待装物资 类型模式和6种承载空间物资布局模式,将三维空运装载问题转化为二维装载问题,建立了军事空运装载问题 的数学模型.通过构建空间布局转化模式,将空间布局约束转换成0灢1整数线性约束,实现了对0灢1整数线性规 划空运装载问题的求解.仿真结果表明:该算法运算时间不超过1s,装载方案平均载重率达38.8%,平均有效空 间利用率达59.7%.Abstract: In order to make efficeient plans of military airlift loading, six types of equipment and materials to be loaded and six modes of material layouts in load-bearing space were designed by analyzing the characteristics of airlift materials and aircraft cargo hold. The three dimensional military airlift loading problem was then converted into a two-dimentional one to establish a mathematical model for the military airlift loading problem. By constructing space layout transform modes, the space layout restrictions were transformed to 0-1 integer linear ones, and the military airlift loading problem was solved as a 0-1 integer linear programming one. Simulation results indicate that the operation time of this algorithm is not more than 1 s, the average load ratio of the plan is 38.8%, and its average effective space utilization is 59.7%.
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Key words:
- military equipment and material /
- loading plan /
- 0-1 integer linear programming /
- airlift
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