基于改进GA 的多机机务准备优化研究

针对军机多机机务准备工作内容繁杂、人员多、不易组织等问题,对多机机务准备进行优化研究.在分析单机保障组机务准备流程的基础上,建立多机机务准备流程数学模型,引入改进GA算法来求解此模型.结合具体实例,分别使用传统GA和改进GA进行仿真计算,仿真得到了机务准备流程的甘特图.仿真结果表明:改进GA算法克服了传统GA运算量大和种群规模过大等困难,能快速收敛,优化了机务准备时间.

Multi-aircrafts Preparation Optimization Based on Improved GA

Aiming at the large number of preparation work, a lot of operators and hard to organization of multi-aircrafts preparation, carry out optimal research on multi-aircrafts preparation. Based on analyze the single aircraft support group preparation process, establish multi-aircrafts preparation process math model, and introduce improved GA algorithm to solve the model. Combined with the example, separately use traditional GA and improved GA to carry out simulation calculation, and acquired the Gantt chart of preparation process. The simulation results show that the improved GA algorithm overcome the problems such as large computation intensity and large size of traditional GA, it can quickly converge and reduce time of aircraft preparation.