4.6 Article

AN ENHANCEMENT EDAS METHOD BASED ON PROSPECT THEORY

期刊

出版社

VILNIUS GEDIMINAS TECH UNIV
DOI: 10.3846/tede.2021.15038

关键词

decision-making; bounded rationality; EDAS; PT; sensitivity analysis

资金

  1. Humanities and Social Sciences Foundation of Ministry of Education of the People's Republic of China [14YJCZH091]

向作者/读者索取更多资源

The paper introduces an enhanced EDAS method based on prospect theory, which outperforms the traditional EDAS method in practice and is of significant importance for multi-attributes decision-making problems.
Decision-making is the process of carefully considering multiple options and choosing the best one. The EDAS (evaluation based on distance from average solution) method has been studied in many multi-attributes decision-making (MADM) problem which assumes decisionmaking under absolute rationality. However, people usually show the characteristics of bounded rationality in the real decision-making process. Prospect theory (PT) utilizes gains and losses relative to the reference point to explain this phenomenon better. In this paper, an enhancement EDAS method based on PT will be proposed, which shows better properties in practice. We apply the traditional EDAS method and enhancement EDAS method to the same case and we utilize the sensitivity analysis and comparative analysis to analyze their performances. The result shows that our approach has a superiority compared with the traditional EDAS method. The methods we present are of great significance for investment decision-making problems, new product development, design plan selection and supplier selection.

作者

我是这篇论文的作者
点击您的名字以认领此论文并将其添加到您的个人资料中。

评论

主要评分

4.6
评分不足

次要评分

新颖性
-
重要性
-
科学严谨性
-
评价这篇论文

推荐

暂无数据
暂无数据