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Intuitionistic fuzzy DEMATEL for developing causal relationship of water security

International Journal of Intelligent Computing and Cybernetics 2023年第3期16卷 520-544页

作者： Lazim Abdullah herrini mohd pouzi Noor Azzah Awang Universiti Malaysia Terengganu TerengganuMalaysia Universiti Teknologi MARA Shah AlamMalaysia

Purpose–This study aims to develop a cause-effect relationship between criteria that contribute to water security using the Intuitionistic Fuzzy-Decision-Making Trial and Evaluation Laboratory(IF-DEMATEL)*** from the typical DEMATEL which utilizes crisp numbers,this modification introduces intuitionistic fuzzy numbers(IFNs)to enhance judgments in a group decision-making *** particular,the linguistic variables used in IF-DEMATEL are defined using the concept of three-tuple of ***/methodology/approach–Data with the linguistic variable“influence”were collected from a group of experts in water security via personalunstructured *** water security criteria are considered in this *** software was employed to execute the computational procedures of the IF-DEMATEL *** is anticipated that by taking into account the hesitation degree of IFNs will reflect the scenario in real life,which could lead to precise ***–Theresultsshowthat“Over-Abstraction”,“SaltwaterIntrusion”and“LimitedInfrastructures”are the cause criteria that contribute to water *** addition,the relationship map of influence shows that“Water Pollution”and“Rapid Urbanization”are the most vulnerable criteria as these two criteria are most easily affected by other criteria in a unidirectional ***–It is anticipated that these findings will serve as useful references for water security management and ***/value–The present study makes a noteworthy contribution to the modification of DEMATEL where three-tuple of intuitionistic fuzzy numbers are considered in the *** present study also provides additional evidence with respect to factors that contribute to water security.

关键词： Decision making Intuitionistic fuzzy set DEMATEL Water security Relationship of influence

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