基于混合遗传算法的兵力分配及优化

探讨并建立了兵力分配问题的数学模型,提出了运用混合遗传算法分配兵力的方法.该方法在引入粒子群算法的社会信息共享机制的基础上,通过采取交叉、变异概率正切递增和最差个体随机变异的改进策略,以达到兵力分配效能最优的目的.实验结果表明,该算法较常规遗传算法有一定的改进,可为指挥员做出科学、有效的决策提供支持.

Distributing and Optimizing Forces Based on Hybrid Genetic Algorithm

The problem regarding the force distribution is addressed in this article such that a corresponding mathematical model was established and a method utilizing hybrid genetic algorithm for distributing the forces was proposed.To optimize the performance for emergence handeling via force distribution,based on the introduction of public information sharing principle with a particle swarm optimization(PSO) algorithm,the optimization strategy was implemented with checking parameters like the progressive increase ...