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Solution of interval-valued matrix games using intuitionistic fuzzy optimisation technique: an effective approach - MaRDI portal

Solution of interval-valued matrix games using intuitionistic fuzzy optimisation technique: an effective approach (Q2073518)

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scientific article; zbMATH DE number 7468407
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Solution of interval-valued matrix games using intuitionistic fuzzy optimisation technique: an effective approach
scientific article; zbMATH DE number 7468407

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    Solution of interval-valued matrix games using intuitionistic fuzzy optimisation technique: an effective approach (English)
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    2 February 2022
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    Summary: In most of the cases in the real world scenario, there are many situations where the payoffs of a matrix game may vary within specific ranges and may be considered as interval numbers. In this paper, we developed an effective solution concept of the interval-valued matrix game using intuitionistic fuzzy optimisation technique (IFOT) with nonlinear membership and non-membership functions. In this proposed approach, we first convert the formulated game problem into a deterministic model by splitting the single interval type objective function into multi-objective functions. Then, IFOT with nonlinear membership and non-membership functions is used to solve the reduced model. Finally, we consider one numerical example to illustrate the methodology. A comparative study implies the fact that the proposed approach gives a better result and is more effective than the results obtained previously by the existing methods.
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    matrix game
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    interval number
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    intuitionistic fuzzy optimisation technique
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    multi-objective optimisation
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