导弹技术保障资源均衡优化的遗传算法求解

Optimization Analysis of Technical Preparation Procedure for Missle Based on PERT Simulation

摘要:

针对导弹技术保障资源均衡优化的需要,建立了优化模型；然后设计了遗传算法和优化程序对模型进行求解,并采用专门的修复算子对交叉和变异过程中产生的非法个体进行处理；最后,对某导弹技术保障流程进行优化,使其资源配置更加合理,同时与Project 2003优化结果对比,验证了优化模型的可行性和有效性。

Abstract:

Aiming at the demand of resource balance optimization for missile technical support, optimization model was established. Then, Genetic Algorithm (GA) and optimization programs were designed to solve the model, and a special repair operator was used to renovate the illegal individuals produced in cross and mutation process. Finally, resource was disposed reasonably after technical preparation procedure was optimized by the model. Contrast with optimization result of Project 2003 proved the model was feasible and effective.