Research on the decision of manufacturing resource allocation based on game theoretic approach

Yunzhi Wang*, Yanhua Jia, Yaoguang Hu, Yan Yan

*此作品的通讯作者

科研成果: 书/报告/会议事项章节会议稿件同行评审

3 引用 (Scopus)

摘要

In order to assist the decision-making of shared resource optimal allocation by multiple manufacturing tasks for modern distributed manufacturing systems, this article proposes a new approach based on non-cooperative game theory with complete information. Firstly, the manufacturing resources are treated as shared and valuable alternatives, and manufacturing tasks as participants of resource competition. Then the strategy set for resource allocation and the utility of each participant under a certain strategy profile are represented based on a quantitative evaluation. Subsequently, a multi-dimension game model is constructed by using the quantified elements of strategy as dimensions. The game is assumed as static and with complete information, and the pure or mixed Nash equilibrium solution is adopted as optimal resource allocation strategy. The goal of the solution is to maximize the individual profit of each manufacturing task. The desired equilibrium will meet the requirements for resource to the greatest degree to make each manufacturing process achieve optimal production arrangement, and simultaneously the resource utilization efficiency will be improved. The practicability of the approach is verified through a practical example in the last section.

源语言英语
主期刊名Proceedings of the 2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011
573-578
页数6
DOI
出版状态已出版 - 2011
活动2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011 - Beijing, 中国
期限: 21 6月 201123 6月 2011

出版系列

姓名Proceedings of the 2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011

会议

会议2011 6th IEEE Conference on Industrial Electronics and Applications, ICIEA 2011
国家/地区中国
Beijing
时期21/06/1123/06/11

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