期刊
TECHNOLOGICAL AND ECONOMIC DEVELOPMENT OF ECONOMY
卷 27, 期 5, 页码 1019-1038出版社
VILNIUS GEDIMINAS TECH UNIV
DOI: 10.3846/tede.2021.15038
关键词
decision-making; bounded rationality; EDAS; PT; sensitivity analysis
类别
资金
- Humanities and Social Sciences Foundation of Ministry of Education of the People's Republic of China [14YJCZH091]
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.
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