起重运输机械Issue(11):85-89,5.
改进遗传算法在门座起重机平衡系统优化中的应用
田涛 1肖利涛 1张金营1
作者信息
- 1. 青岛海西重机有限责任公司 青岛 266000
- 折叠
摘要
Abstract
The paper is aimed at optimizing balance system of portal crane to improve its performance and reduce cost. Considering the defects of classical genetic algorithm such as poor local search capability in later stage and prematurity, the paper proposes an improved genetic algorithm on the basis of niche genetic operators and local search strategy. Experimental results show that improved genetic algorithm displays fast convergence and high efficiency in the optimization of balance system of portal crane, being of great value in engineering application.关键词
门座起重机/优化设计/改进遗传算法/小生境遗传算子/局部搜索策略Key words
portal crane/optimal design/improved genetic algorithm/niche genetic operator/local search strategy分类
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田涛,肖利涛,张金营..改进遗传算法在门座起重机平衡系统优化中的应用[J].起重运输机械,2017,(11):85-89,5.