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机构设计的遗传算法约束条件处理
A Constraint Handling in Mechanism Design Based on Genetic Algorithms
【摘要】 将机构设计的约束条件分成边界约束和性能约束,分别讨论在遗传算法中的约束处理方法,特别提出改进惩罚策略,使GA更有效、更普遍地处理带非线性约束的机构设计数值优化问题。
【Abstract】 Classifies the constrains into the boundary and performance constraints,discusses the handling method of the constraint in using genetic algorithms,proposes a new penalty tactic that makes GA to deal with numerical optimization subject in mechanism design with nonlinear constraints more effectively and easily.
【关键词】 机构设计;
遗传算法;
约束条件;
惩罚函数法;
【Key words】 Mechanism design; Genetic algorithms; Constraints; Penalty;
【Key words】 Mechanism design; Genetic algorithms; Constraints; Penalty;
- 【文献出处】 浙江工程学院学报 ,Journal of Zhejiang Institute of Science and Technology , 编辑部邮箱 ,2002年04期
- 【分类号】TH122
- 【被引频次】11
- 【下载频次】362