MathematicsComputer Science

R. Verma, A. Aggarwal

2021.8.1Iranian Journal of Fuzzy Systems

DOI: 10.22111/ijfs.2021.6182

tlooto Summary

An extensive study of matrix games with qualitative payoffs using 2-tuple intuitionistic fuzzy linguistic values (2-TIFLVs) to represent the payoffs of the matrix game.

Abstract

In real-world decision-making problems, experts often prefer to express their views, regarding problem parameters, in a natural language rather than precise numerical form. Linguistic representation models have been widely used to solve many decision-making problems with qualitative information. Game theory has been found successful applications in a wide range of areas. This paper presents an extensive study of matrix games with qualitative payoffs. The work uses 2-tuple intuitionistic fuzzy linguistic values (2-TIFLVs) to represent the payoffs of the matrix game. We develop the mathematical formulation and concepts of the solutions for matrix games with payoffs represented by 2-TIFLVs. Paper also shows that matrix games with payoffs of 2-TIFLVs have solutions that can be obtained by transforming the matrix game in a pair of linear/nonlinear programming problems. Finally, a real-life numerical is given to illustrate the developed method.

Citation format

VERMA, R.; AGGARWAL, A. On matrix games with 2-tuple intuitionistic fuzzy linguistic payoffs. Iranian Journal of Fuzzy Systems, 2021, 18: 149–167.