A ranking method of incomplete matrix based on prospect theory

Jianhua Dai, Chun-long Yu, Ding Yi
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Abstract

With regard to the ranking method of incomplete decision matrix in multi-attribute group decision making, we propose a new method based on prospect theory. Firstly, this paper deals with the individual decision matrix. On this basis, the positive and negative ideal group decision matrices and ideal alternatives are obtained through combining OWA operator. Then, according to the difference of corresponding elements between the two matrices mentioned above, g possible matrices are determined and g possible prospect values of each alternative are gained. While the mean value of the g possible prospect values for each alternative is calculated, the ranking of the alternatives can be acquired subsequently. In the end, the feasibility and validity of this new method are illustrated by a numerical example.
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基于前景理论的不完全矩阵排序方法
针对多属性群体决策中不完全决策矩阵的排序方法,提出了一种基于前景理论的排序方法。本文首先对个体决策矩阵进行了研究。在此基础上,结合OWA算子得到了正、负理想群决策矩阵和理想方案。然后,根据上述两种矩阵对应元素的差异,确定g个可能矩阵,并得到每种方案的g个可能前景值。在计算每个备选方案的g个可能前景值的平均值的同时,可以随后获得备选方案的排名。最后通过一个算例说明了该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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