基于公理模糊集的模糊TOPSIS法评价聚光太阳能系统的蓄热能力

Lili Tao, Yun-Ying Dong, Li Qi, Siyang Lv
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引用次数: 2

摘要

在经典的TOPSIS方法中,准则值和准则权值是精确已知的。然而,一些标准的值在现实生活中往往是模糊的,仅用精确的数值表示是不够的,在决策中应用语言变量或模糊术语被认为是相关的。因此,本文的目的是发展一种模糊TOPSIS方法来处理上述多准则决策问题。本文应用公理模糊集(AFS)理论,将语言变量用隶属度表示,扩展了TOPSIS方法的应用。此外,利用AFS理论对决策结果进行了语义解释。该方法被用于评估聚光太阳能(CSP)系统的热能储存。
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Fuzzy TOPSIS Approach Based on Axiomatic Fuzzy Set for Assessing Thermal-Energy Storage in Concentrated Solar Power (CSP) Systems
In classical TOPSIS method, the criteria values and criteria weights are known precisely. However, the values of some criteria are often vague in real-life situation, and it expressed only by exact numerical values is inadequate, the application of linguistic variables or fuzzy terms in decision making is deemed to be relevant. Therefore, the aim of this paper is to develop a fuzzy TOPSIS method to deal with above multiple criteria decision making(MCDM) problems. Here, the linguistic variables are represented by membership degrees applying the axiomatic fuzzy set (AFS) theory, then the application of TOPSIS approach is extended. In addition, the semantic interpretations are provided for the decision results by AFS theory. The proposed method is used to assess thermal-energy storage in concentrated solar power (CSP) systems.
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