Ant Colony Algorithm based Controls Arrangement Optimization

摘要：

For the arrangement of Controls in human-machine interface based on the multiple operating conditions, the following factors should be considered: the design principles such as the importance of Controls, operating frequency, operating sequence and relativity between the Controls, and the total motion distance of the operators hand. The arrangement in manual mode can hardly take all the factors above, and easily be influenced by subjective factors, to there is large randomcity in controller arrangement Ant colony algorithm can take all the factors above into account, so it can be applied to optimization the arrangement objectively. In this paper, the importance, operating frequency, operating sequence and relativity was take as the variables, the minimum total motion distance of the operators hand in the multiple operating conditions as objective function, and a mathematical model for optimizing the arrangement of the Controls was established based on Ant colony algorithm. Finally, the process of optimization was introduced, and the feasibility of the optimization method was proved through a case.

关键词： controller arrangement optimizatinn arrangemen principles ant colony algorithm

作者: Shengyuan Yan Jingling Zhang Shuaiqi Wang Yu Chen

作者单位: College of Mechanical and Electrical Engineering Harbin Engineering University Harbin China

会议类型: 国际会议

会议名称: The 2nd IEEE International Conference on Advanced Computer Control(第二届先进计算机控制国际会议 ICACC 2010)

会议地点: 沈阳

会议语种:英文

页码: 454-457

在线出版日期: 2010-03-27（万方平台首次上网日期，不代表论文的发表时间）