教師資料查詢 | 類別: 期刊論文 | 教師: 徐煥智 Shyur Huan-jyh (瀏覽個人網頁)

標題:A Robust Group Multiple Attributes Decision-Making Method Based on Risk Preference of the Decision Makers
學年106
學期2
出版(發表)日期2018/02/01
作品名稱A Robust Group Multiple Attributes Decision-Making Method Based on Risk Preference of the Decision Makers
作品名稱(其他語言)
著者Liang Yin; Huan-Jyh Shyur
單位
出版者
著錄名稱、卷期、頁數International Journal of Applied Science and Engineering 15(1), p.33-46
摘要In this paper, we propose a robust multiple attributes decision-making (MADM) method based on prospect theory to reflect the decision behavior of a decision maker in face of risk. Instead of identifying the reference points, the decision makers only need to determine the feasible ranges for each attribute by their knowledge and experience in the beginning of the decision process. The psychological value distances are defined to measure the overall prospect values of each alternative reference to extreme feasible solutions using the value function and the additive weighting method. In addition, a multiple attributes ranking index is developed to evaluate the preference ranking. This study further extends the method to a group decision environment. The preferences of more than one decision maker are internally aggregated into the decision procedure. Performance of the proposed algorithms is comparatively analyzed and sensitivity analysis is conducted. The results show that it is an appropriate and robust MADM method.
關鍵字decision support system;MADM;prospect theory;value function
語言英文(美國)
ISSN1727-2394
期刊性質國內
收錄於
產學合作
通訊作者Huan-Jyh Shyur
審稿制度
國別中華民國
公開徵稿
出版型式,電子版,紙本
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