The study of multi-objective decision method based on Bayesian network

Hong Yan Dui, Li Li Zhang, Shu Dong Sun, Shu Bin Si

科研成果: 书/报告/会议事项章节会议稿件同行评审

2 引用 (Scopus)

摘要

Based on the study of analytic hierarchy process (AHP), fuzzy comprehensive evaluation and Bayesian network, this paper establishes the multiple objective decision Bayesian network model (MODBN) by use of the method of converting the indexes and their relationships into the nodes and directed edges in Bayesian network. First of all, calculate the prior probabilities of the leaf nodes in MODBN using the fuzzy relation matrix of grade field of index system in fuzzy comprehensive evaluation. Second, calculate the conditional probabilities of the MODBN nodes by the index weights of AHP. Third, MODBN can not only optimally select one scheme and determine its state, but also find out the key factors based on the comprehensive importance analysis and propose the optimization measures for the scheme. At last, the effectiveness and practicality of the model are verified by the comparison of the example of application for research projects and the analytic hierarchy process.

源语言英语
主期刊名Proceedings - 2010 IEEE 17th International Conference on Industrial Engineering and Engineering Management, IE and EM2010
694-698
页数5
DOI
出版状态已出版 - 2010
活动17th International Conference on Industrial Engineering and Engineering Management, IE and EM2010 - Xiamen, 中国
期限: 29 10月 201031 10月 2010

出版系列

姓名Proceedings - 2010 IEEE 17th International Conference on Industrial Engineering and Engineering Management, IE and EM2010

会议

会议17th International Conference on Industrial Engineering and Engineering Management, IE and EM2010
国家/地区中国
Xiamen
时期29/10/1031/10/10

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