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 en_US
ISSN 1727-2394
期刊性質 國內
收錄於
產學合作
通訊作者 Huan-Jyh Shyur
審稿制度 是
國別 TWN
公開徵稿
出版型式 ,電子版,紙本
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機構典藏連結 ( http://tkuir.lib.tku.edu.tw:8080/dspace/handle/987654321/113422 )

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