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Generating Z-number based on OWA weights using maximum entropy

机译:使用最大熵基于OWA权重生成Z数

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摘要

In the application of Z-number, how to generate Z-number is a significant and open issue. In this paper, we proposed a method of generating Z-number based on the OWA weights using maximum entropy considering the attitude (preference) of the decision maker. Some numerical examples are used to illustrate the effectiveness of the proposed method. Results show that the attitude (preference) of the decision maker can give an optimal possibility distribution of the reliability for Z-number using maximum entropy.
机译:在Z编号的应用中,如何生成Z编号是一个重大而开放的问题。在本文中,我们提出了一种基于OWA权重的Z值生成方法,该方法使用最大熵考虑决策者的态度(偏好)。数值例子说明了该方法的有效性。结果表明,决策者的态度(偏好)可以使用最大熵给出Z值可靠性的最佳可能性分布。

著录项

  • 来源
    《International journal of entelligent systems》 |2018年第8期|1745-1755|共11页
  • 作者单位

    Univ Elect Sci & Technol China, Inst Fundamental & Frontier Sci, Chengdu 610054, Sichuan, Peoples R China|Univ British Columbia Okanagan, Sch Engn, Kelowna, BC V1V 1V7, Canada|Southwest Univ, Sch Comp & Informat Sci, Chongqing 400715, Peoples R China;

    Univ Elect Sci & Technol China, Inst Fundamental & Frontier Sci, Chengdu 610054, Sichuan, Peoples R China|Southwest Univ, Sch Comp & Informat Sci, Chongqing 400715, Peoples R China;

    Univ British Columbia Okanagan, Sch Engn, Kelowna, BC V1V 1V7, Canada;

    Univ British Columbia Okanagan, Sch Engn, Kelowna, BC V1V 1V7, Canada;

  • 收录信息
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    attitude; decision making; maximum entropy; ordered weight averaging (OWA); Z-number;

    机译:态度;决策;最大熵;有序加权平均(OWA);Z数;

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