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基于遗传算法的自动装配顺序规划
Automatically Assembly Sequence Planning Based On Genetic Algorithms
【摘要】 笔者对自动装配顺序规划问题建立一种改进的遗传算法 (GeneticAlgorithms)。建立了装配体各零件间的可行装配方向元组 ,用于判断无干涉装配序列 ;提出 5种合适的遗传算子 ,并以装配方向的改变次数作为装配顺序的适应值 ;采用一种适应值修改方案来避免算法过早收敛。算例表明 ,本文建立的装配顺序规划的遗传算法 ,能快速自动产生出满意的装配顺序方案。
【Abstract】 A modified genetic algorithm for automatically assembly sequence planning is presented in this paper. The assembly direction sets of parts in structure are built to evaluate a assembly sequence without collisions. Five genetic operators are proposed. The fitness of sequence is calculated by its reorientation number, and a fitness scaling scheme is used to overcome premature termination. Example is provided to demonstrate the performance of this algorithm.
- 【文献出处】 重庆大学学报(自然科学版) ,Journal of Chongqing University(Natural Science Edition) , 编辑部邮箱 ,2000年05期
- 【分类号】TH164
- 【被引频次】55
- 【下载频次】361