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基于直觉模糊共识模型的多属性群决策方法

Novel Multiple Attribute Group Decision Making Method Based On Intuitionistic Fuzzy Consensus Model

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【作者】 刘利枚宾中立朱慧明龚尹励

【Author】 LIU Limei;BIN Zhongli;ZHU Huiming;GONG Yinli;Base of International Science and Technology Innovation and Cooperation on BigData Technology and Management , Hunan University of Technology and Business;Business School,Hunan University;

【机构】 湖南工商大学大数据技术与管理国际科技创新合作基地湖南大学工商管理学院

【摘要】 决策个体之间的共识达成是提升群决策可信性的重要保证.为处理极端值导致的决策失效问题,首先将信息进行预处理,然后应用定义的个体与群体之间的共识测度,构建可以定位与修正非共识决策信息的直觉模糊共识模型,并建立一种多属性群决策方法,以确保个体信息集结之前达成阈值条件下的共识.通过对投资对象选择的实例研究,证明了该方法的有效性并选出最优方案.

【Abstract】 Consensus building among decision-makers is an important guarantee to enhance the credibility of group decision-making. In order to deal with the failure of decision-making caused by extreme values, an information preprocessing method is proposed. By using the defined consensus measure between individuals and groups, an intuitionistic fuzzy consensus model which can locate and modify non-consensus decision information is constructed. A multi-attribute group decision-making method is established to ensure that the consensus under the threshold condition is reached before the individual information is aggregated. The effectiveness of the method is proved and the optimal alternative is selected through the case study of investment object selection.

【基金】 国家社会科学基金项目(18BGL181);教育部人文社科基金资助项目(14YJCZH099);湖南省教育厅科研项目(10C0864);湖南省研究生科研创新项目资助(CX2018B759,CX20190893)
  • 【文献出处】 经济数学 ,Journal of Quantitative Economics , 编辑部邮箱 ,2020年04期
  • 【分类号】C934
  • 【被引频次】3
  • 【下载频次】295
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