标题:Research on the random multi-attribute decision-making methods with trapezoidal fuzzy probability based on prospect theory
作者:Liuying Peng;Peide Liu;Zhengmin Liu;Yu Su
作者机构:School of Economics, Shandong University of Finance and Economics;School of Management Science and Engineering, Shandong Univers
通讯作者:Liu, P
通讯作者地址:[Liu, PD]Shandong Univ Finance & Econ, Sch Management Sci & Engn, Jinan 250014, Shandong, Peoples R China.
来源:Journal of intelligent & fuzzy systems: Applications in Engineering and Technology
出版年:2014
卷:26
期:5
页码:2131-2141
DOI:10.3233/IFS-130888
关键词:Prospect theory;Trapezoidal fuzzy probability;Random decision-making;Multi-attribute decision-making
摘要:With respect to the random multi-attribute decision making problems with trapezoidal fuzzy probability and unknown weight, a multi-attribute decision making method based on prospect theory is proposed. To begin with, the definition of trapezoidal fuzzy probability is given, and the selection principles for decision-making reference point in prospect theory are discussed. Further, the prospect value function and probability weight function of the trapezoidal fuzzy number based on the decision-making reference point of each attribute are constructed. Then, the prospect value of attribute for every alternative is calculated through prospect value function and probability weight function of the trapezoidal fuzzy number, and attribute weights are calculated by the variation coefficient method, and all the alternatives are ranked by the weighted prospect values and TOPSIS method, respectively. Finally, an illustrate example is given to show the decision-making steps, and the results are shown the feasibility of the methods.
收录类别:EI;SCIE;SSCI
WOS核心被引频次:8
资源类型:期刊论文
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