A novel intuitionistic fuzzy preference relations for multiobjective goal programming problems

Author:

Ahmadini Abdullah Ali H.1,Ahmad Firoz23

Affiliation:

1. Department of Mathematics, Faculty of Sciences, Jazan University, Jazan, Saudi Arabia

2. Department of Statistics and Operations Research, Aligarh Muslim University, Aligarh, India

3. Indian Statistical Institute, Kolkata, India

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.

Publisher

IOS Press

Subject

Artificial Intelligence,General Engineering,Statistics and Probability

Reference54 articles.

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3. Single Valued Neutrosophic Hesitant Fuzzy Computational Algorithm for Multiobjective Nonlinear Optimization Problem;Ahmad;Neutrosophic Sets and Systems,2018

4. Neutrosophic optimization model and computational algorithm for optimal shale gas water management under uncertainty;Ahmad;Symmetry,2019

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