基于证据推理和第三代前景理论的区间多属性决策方法

2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE) Pub Date : 2015-11-01 DOI:10.1109/ISKE.2015.50

Liuqian Jin, Yang Xu, Xin Fang

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引用次数: 2

摘要

本文提出了一种不确定条件下的区间多属性决策方法，不确定性用区间确定性因子结构表示。首先，基于第三代前景理论计算各属性下各方案的前景值;其次，采用基于区间确定性规则的证据推理方法，给出了各备选方案的综合前景值;然后，可以使用组合的前景值确定备选方案的排序。最后，通过实例验证了所提方法的可行性和有效性。

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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A Method for Interval Multi-attribute Decision Making Based on Evidential Reasoning and Third-Generation Prospect Theory

In this paper, a method for interval multi-attribute decision making under uncertainty is proposed, the uncertainty is represented by interval certainty factor structure. Firstly, the prospect value for each alternative on each attribute is calculated based on the third generation prospect theory. Secondly, the combined prospect value of each alternative is given according to interval certainty rule base inference method using evidential reasoning. Then a ranking of alternatives can be determined using the combined prospect values. Finally, an illustration example is used to illustrate the feasibility and validity of the proposed method.

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2015 10th International Conference on Intelligent Systems and Knowledge Engineering (ISKE)

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