计算机科学 ›› 2010, Vol. 37 ›› Issue (4): 179-.

• 人工智能 • 上一篇    下一篇

基于集成干涉矩阵的蚁群装配序列规划

彭涛,李世其,王峻峰,方建新   

  1. (华中科技大学机械科学与工程学院 武汉430074)
  • 出版日期:2018-12-01 发布日期:2018-12-01
  • 基金资助:
    本文受国防基础科研资助项目(B1420060173),国家高技术研究发展计划项目(2006AA04Z138)资助。

Integrated Interference Matrix Based Ant Colony Algorithm for Assembly Sequence Planning

PENG Tao,LI Shi-qi,WANG Jun-feng,FANG Jian-xin   

  • Online:2018-12-01 Published:2018-12-01

摘要: 针对装配序列规划问题,构建了面向装配的蚁群算法。利用有向图进行产品的装配建模,有效地表达了装配零件之间的接触以及优先关系。探讨了装配千涉矩阵的形式和性质,提出了集成干涉矩阵的概念和变换方法,采用集成千涉矩阵以及工具列表矩阵来表达模型的基本装配信息。分析了基于千涉矩阵的可行方向推导过程、装配零件的状态转移概率以及蚁群算法的信息素更新规则。从装配可行方向的改变次数和装配工具的改变次数建立目标优化函数,从而建立面向装配的蚁群算法用于序列的搜索及构造,并给出蚁群算法的伪代码。最后通过实例对算法进行了验证说明。

关键词: 蚁群算法,装配序列规划,有向装配图,集成千涉矩阵

Abstract: An ant colony algorithm was constructed to search the best optical assembly sequence rapidly in an assembly sequence planning. An assembly model for expressing the touching and preferential relationship among the assembly parts effectively was built by using directed assembly graph. On the basis of discussing the form and property of the assembly interference matrix,a concept of integrated interference matrix and its transformational methods was proposed.The integrated interference matrix and the tool list matrix can express the basic assembling information fully. The derivation of assembly feasible direction calculation based on the integrated interference matrix, the state transition probability of assembly parts,and the update rules of algorithm information were analyzed simultaneously. According to the changing frequency of feasible direction and the changing time of the assembly tools, the optimized functions for ant colony algorithm were then established and two examples were also proposed to prove the practicability of the algorithm.

Key words: Ant colony algorithm, Assembly sequence planning, Directed assembly graph, Integrated interference matrix

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