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首页> 外文期刊>Journal of intelligent & fuzzy systems: Applications in Engineering and Technology >An extended TODIM method for hesitant fuzzy interactive multicriteria decision making based on generalized Choquet integral
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An extended TODIM method for hesitant fuzzy interactive multicriteria decision making based on generalized Choquet integral

机译:基于广义Choquet积分的犹豫模糊交互式多准则决策的扩展TODIM方法

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As a kind of behavior decision-making theory, TODIM (an acronym in Portuguese of interactive and multicriteria decision making (MCDM)) method has received more attention, in which the criteria values are in the format of crisp numbers. It can't be used to handle uncertain MCDM problems. In this paper, an extended Choquet-based TODIM method is proposed to solve the hesitant fuzzy MCDM problems, where interactive phenomena among criteria are also considered. First, according to fuzzy measure, the interactive criteria weight is measured by Shapley value. Then the prospect value of criteria for every alternative is calculated through prospect value function of the hesitant fuzzy set. Further, the dominance degree of each alternative over the others is calculated by Choquet integral, the global value of each alternative can be obtained to rank the alternatives. Finally, an illustrate example is given to illustrates the application of the novel method where the influence on decision making for different parameters of value function and different decision-making reference point is discussed.
机译:作为一种行为决策理论,TODIM(交互式和多准则决策(MCDM)的葡萄牙语缩写)方法受到了越来越多的关注,其中准则值采用清晰数字的格式。它不能用于处理不确定的MCDM问题。本文提出了一种基于Choquet的扩展TODIM方法来解决犹豫的模糊MCDM问题,该方法还考虑了准则之间的交互现象。首先,根据模糊测度,通过Shapley值测量交互标准权重。然后,通过犹豫模糊集的预期值函数来计算每个备选方案的标准预期值。此外,通过Choquet积分计算每个备选方案相对于其他备选方案的优势度,可以获得每个备选方案的全局值以对备选方案进行排名。最后,给出一个例子说明该方法的应用,讨论了价值函数的不同参数和决策参考点对决策的影响。

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