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Article type: Research Article
Authors: Ahmadini, Abdullah Ali H.a | Ahmad, Firozb; c; *
Affiliations: [a] Department of Mathematics, Faculty of Sciences, Jazan University, Jazan, Saudi Arabia | [b] Department of Statistics and Operations Research, Aligarh Muslim University, Aligarh, India | [c] Indian Statistical Institute, Kolkata, India
Correspondence: [*] Corresponding author. Firoz Ahmad, Department of Statistics and Operations Research, Aligarh Muslim University, Aligarh, India. E-mail: [email protected].
Abstract: This paper investigates novel intuitionistic fuzzy preferences relations to determine the imprecise linguistic terms with fuzzy goals. The proposed intuitionistic fuzzy goal programming (IFGP) considers the degree of vagueness and hesitations simultaneously. Different sorts of membership functions such as linear, exponential, parabolic, and hyperbolic have been introduced to depict the linguistic importance term. The overall satisfaction level is achieved by maximizing the convex combination of each fuzzy goals and the preference relations simultaneously. To verify and validate the proposed IFGP model, a numerical example is presented with the comparative study. Further, it is also applied to a banking financial statement management system problem. The proposed IFGP approach outperforms over others. At last, the conclusion and future research direction are suggested based on the performed study.
Keywords: Intuitionistic fuzzy set, membership and non-membership function, score functions, imprecise goal hierarchy
DOI: 10.3233/JIFS-201588
Journal: Journal of Intelligent & Fuzzy Systems, vol. 40, no. 3, pp. 4761-4777, 2021
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