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基于遗传算法的工步优化排序方法
引用本文:张冠伟,赵相松,李佳,张世昌.基于遗传算法的工步优化排序方法[J].计算机集成制造系统,2005,11(2):242-247.
作者姓名:张冠伟  赵相松  李佳  张世昌
作者单位:天津大学,机械工程学院,天津,300072;天津大学,机械工程学院,天津,300072;天津大学,机械工程学院,天津,300072;天津大学,机械工程学院,天津,300072
摘    要:针对数控加工中心上零件加工工步的排序问题,以辅助加工时间最短为优化目标,使用遗传算法对零件在一次装夹情况下的加工工步进行优化排序。提出了使用特征关系图和特征高度描述待加工特征之间加工的优先顺序、采用工步优先关系矩阵校验工步序列合理性的方法。论述了初始群体的生成、遗传算子以及工步优化排序的过程和算法。实际应用表明,该方法可有效提高工艺规划系统中工步的优化排序能力。

关 键 词:遗传算法  工步排序  特征关系图  加工中心
文章编号:1006-5911(2005)02-0242-05
修稿时间:2004年3月11日

Method of operation optimization sequencing using genetic algorithm
ZHANG Guan-wei,ZHAO Xiang-song,LI Jia,ZHANG Shi-chang.Method of operation optimization sequencing using genetic algorithm[J].Computer Integrated Manufacturing Systems,2005,11(2):242-247.
Authors:ZHANG Guan-wei  ZHAO Xiang-song  LI Jia  ZHANG Shi-chang
Abstract:An approach to a solution of sequencing machining operations on a machining center was proposed. The genetic algorithm was applied to operation sequencing taking minimization of machine idle times as objective function. The key problems under discussion were to find effective sequencing constraints, which included feature relationship graph, feature height, and operation precedence matrix. The algorithms of initial population generation and genetic operators were introduced. A step-by-step problem solving procedure of operation optimization sequencing was presented. A lest part was selected to demonstrate the mechanism of this algorithm. The result shows that the method can improve operation optimization sequencing capability of process planning system.
Keywords:genetic algorithm  operation sequencing  feature relationship graph  machining center
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