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Interval-Valued Intuitionistic Fuzzy WASPAS Method: Application in Reservoir Flood Control Management Policy

机译:区间直觉模糊WASPAS方法:在水库防洪管理策略中的应用

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摘要

Interval-valued intuitionistic fuzzy sets (IVIFSs) are very flexible tool to cope with the uncertainty arises in multi-criteria decision making (MCDM) problems. In recent times, MCDM problems with interval-valued intuitionistic fuzzy information have achieved more attention from researchers in different areas and consequently, several MCDM methods have been extended for IVIFSs. In this paper, a novel approach based on WASPAS method is developed under IVIFSs. The developed method is based on the operators of IVIFSs, some amendments in the classical WASPAS method and a new process for calculation of criteria and decision experts' weights. In process for calculating weights, new procedures is propoesd to compute the decision experts' weights and criteria weights based on interval-valued intuitionistic fuzzy information measures (entropy, divergence and similarity measures) to achieve more realistic weights. Innovative information measures are developed based on the exponential function for IVIFSs to determine the weights of the criteria and decision experts. Since the uncertainty is an unavoidable feature of MCDM problems, the developed method can be a constructive tool for decision-making in an uncertain environment. Further, an uncertain decision making problem of reservoir flood control management policy is implemented with interval-valued intuitionistic fuzzy information, which reveals the effectiveness and reliability of the proposed IVIF-WASPAS method. To validate the result, comparative analysis with existing methods and sensitivity analysis are presented under interval-valued intuitionistic fuzzy environment.
机译:区间值直觉模糊集(IVIFS)是非常灵活的工具,可以应对多准则决策(MCDM)问题中出现的不确定性。近年来,带有区间值直觉模糊信息的MCDM问题引起了不同领域研究者的更多关注,因此,针对IVIFS扩展了几种MCDM方法。本文在IVIFSs下开发了一种基于WASPAS方法的新方法。所开发的方法基于IVIFS的运算符,对经典WASPAS方法的一些修改以及用于计算标准和决策专家权重的新过程。在计算权重的过程中,提出了新的程序,以基于区间直觉的模糊信息测度(熵,散度和相似度测度)计算决策专家的权重和标准权重,以实现更现实的权重。基于IVIFS的指数函数,制定了创新的信息措施,以确定标准和决策专家的权重。由于不确定性是MCDM问题的不可避免特征,因此开发的方法可以成为不确定环境中决策的建设性工具。此外,利用区间值直觉模糊信息实现了水库防洪管理政策的不确定决策问题,揭示了该IVIF-WASPAS方法的有效性和可靠性。为了验证结果,提出了区间值直觉模糊环境下现有方法的对比分析和灵敏度分析。

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