基于遗传算法求解资源优化配置及一类相关问题

摘要

介绍了遗传算法求解资源优化配置问题的设计思想，构造了研究对象的数学模型，并对模型进行了实验数据的结果分析。针对研究问题的实例，结合遗传算法的性质，制定出适合的思路与途径来解决组合优化这一类具有普遍实用价值的问题。遗传算法是在分析遗传个体进化机制基础上提出的一种新型优化算法，实验结果表明遗传算法对于解决组合优化类问题具有较好的效果。%The design phiIosophy of the appIication of genetic aIgorithm in the optimization issue of resource aI ocation has been introduced in this paper.This paper constructs the mathematicaI modeI of the subject investigated and the resuIt anaIysis of the experimentaI data on the mathematicaI modeI has been conducted as weI .Combined with the nature of the genetic aI-gorithm,for the case study probIem to deveIop a suitabIe way to soIve this kind of combinationaI optimization probIems which has universaI practicaI vaIue.Genetic aIgorithm is a new optimization aIgorithm based on the anaIysis about the genet-ic individuaI evoIutionary mechanism.