基于Sugeno积分的定性多准则决策

D. Iourinski, François Modave
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引用次数: 5

摘要

在多准则决策(MCDM)中,我们的目标是对多维备选方案进行排序。传统的类似实用程序的方法是定义一个适当的聚合操作符,该操作符根据决策者的行为聚合部分首选项。非加性度量(或模糊度量)已被证明是非常适合于此目的的工具。然而,直到最近,这都是以一种特别的方式完成的。利用聚合算子的Choquet积分,给出了多准则决策的一个定量公理化。然而,从测量的角度来看,这种模糊积分的选择并不总是足够的。本文的目的是给出关于代表决策者全局偏好的模糊测度的Sugeno积分存在的条件。
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Qualitative multicriteria decision making based on the Sugeno integral
In multicriteria decision making (MCDM), we aim at ranking multidimensional alternatives. A traditional approach utility-like approach is to define an appropriate aggregation operator, that aggregates partial preferences based on the decision maker's behavior. Non-additive measures (or fuzzy measures) have been shown to be well-suited tools for this purpose. However, this was done in an ad hoc way until recently. An axiomatization of multicriteria decision making was given in a quantitative setting, using the Choquet integral for aggregation operator. However, this choice of fuzzy integral is not always adequate from a measurement perspective. The aim of this paper is to give conditions for the existence of a Sugeno integral with respect to some fuzzy measure, representing the global preferences of a decision maker.
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