n Algorithmic Method to Extend Grey Relational Analysis for Group Decision Making Problems under Fuzzy Environment
n Algorithmic Method to Extend Grey Relational Analysis for Group Decision Making Problems under Fuzzy Environment
he aim of this paper is to extend the grey relational analysis (GRA) to the fuzzy environment. Owing to vague concepts frequently represented in decision data, the crisp value are inadequate to model real-life situation. In this paper, the rating of each alternative and the weight of each criterion are described by linguistic terms which can be expressed in triangular fuzzy numbers. Then a vertex method is used to calculate the distance between two triangular fuzzy numbers. According to the concept of the GRA, a fuzzy relative relational degree is defined to determine the ranking order of all alternatives by calculating the degree of fuzzy grey relational coefficient to both the fuzzy positive-ideal solution (FPIS) and fuzzy negative-ideal solution (FNIS) simultaneously. Finally, an example is given to show the feasibility and effectiveness of the proposed method.
he aim of this paper is to extend the grey relational analysis (GRA) to the fuzzy environment. Owing to vague concepts frequently represented in decision data, the crisp value are inadequate to model real-life situation. In this paper, the rating of each alternative and the weight of each criterion are described by linguistic terms which can be expressed in triangular fuzzy numbers. Then a vertex method is used to calculate the distance between two triangular fuzzy numbers. According to the concept of the GRA, a fuzzy relative relational degree is defined to determine the ranking order of all alternatives by calculating the degree of fuzzy grey relational coefficient to both the fuzzy positive-ideal solution (FPIS) and fuzzy negative-ideal solution (FNIS) simultaneously. Finally, an example is given to show the feasibility and effectiveness of the proposed method.
卫贵武
计算技术、计算机技术自动化基础理论工程基础科学
Grey relational analysis (GRA)Linguistic variablesTriangular fuzzy numbersMultiple criteria decision making (MCDM)
Grey relational analysis (GRA)Linguistic variablesTriangular fuzzy numbersMultiple criteria decision making (MCDM)
卫贵武.n Algorithmic Method to Extend Grey Relational Analysis for Group Decision Making Problems under Fuzzy Environment[EB/OL].(2007-01-24)[2025-08-02].http://www.paper.edu.cn/releasepaper/content/200701-320.点此复制
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