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Article type: Research Article
Authors: An, Jing-Jinga | Li, Deng-Fenga; * | Nan, Jiang-Xiab
Affiliations: [a] School of Economics and Management, Fuzhou University, Fuzhou, Fujian, China | [b] School of Mathematics and Computing Science, Guilin University of Electronic Technology, Guangxi, China
Correspondence: [*] Corresponding author. Deng-Feng Li, School of Economics and Management, Fuzhou University, Fuzhou, Fujian 350108, China. Tel./Fax: +86 0591 83768427; E-mail: [email protected].
Abstract: The aim of this paper is to develop a new methodology for solving bi-matrix games with payoffs of Atanassov’s intuitionistic fuzzy (IF) numbers (IFNs), which are called IF bi-matrix games for short. In this methodology, we propose a weighted mean-area ranking method of IFNs, which is proven to satisfy the linearity. Hereby, the concept of Pareto optimal solution of IF bi-matrix games is introduced and the Pareto optimal solution can be obtained through solving the parameterized non-linear programming model, which is derived from an IF mathematical programming model based on the proposed weighted mean-area ranking method of IFNs. Validity and applicability of the model and method proposed in this paper are illustrated with a practical example of two commerce retailers’ strategy choice problem.
Keywords: Intuitionistic fuzzy number (IFN), mean-area ranking method, intuitionistic fuzzy bi-matrix game, intuitionistic fuzzy mathematical programming
DOI: 10.3233/JIFS-162299
Journal: Journal of Intelligent & Fuzzy Systems, vol. 33, no. 1, pp. 563-573, 2017
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