求解考虑RMS因素的装备需求量的遗传算法

Algorithm for Solving Equipment Requirement Considering RSM Based on GA

介绍了如何用遗传算法来解决考虑RMS因素的装备需求量问题。首先，分析了考虑RMS因素的装备需求量问题的要素、约束、输入条件和解空间，并建立了数学模型。然后，讨论了遗传算法设计中的编码方案以及遗传算子的实现方法。最后，给出了具体实例的输入数据、基于Matlab遗传算法工具箱的编程思路，并比较了遗传算法与阶段最优算法的效果。

This paper introduces how to use GA to solve the problem of equipment requirement considering RMS. Firstly,it analyzes the factors, constraints,inputs, result space,and establishes the mathematical model. Secondly, it discusses programming methods of coding and GA operators. Thirdly, it provides an ex- ample with concrete input data and result based on GA that is given in this paper, and gives the programming thought base on Matlab GA toolbox, and it also compares the effect of GA algorithm with phrase optimization algorithm.