Fuzzy Stochastic Linear Fractional Programming based on Fuzzy Mathematical Programming

ABSTRACT In this paper, we consider a Fuzzy Stochastic Linear Fractional Programming problem (FSLFP). In this problem, the coefficients and scalars in the objective function are the triangular fuzzy number and technological coefficients and the quantities on the right side of the constraints are fuzzy random variables with the specific distribution. Here we change an FSLFP problem to an equivalent deterministic Multi-objective Linear Fractional Programming (MOLFP) problem. Then by using Fuzzy Mathematical programming approach transformed MOLFP problem is reduced single objective Linear programming (LP) problem. A numerical example is presented to demonstrate the effectiveness of the proposed method.

[1]  J. Kacprzyk,et al.  Combining Fuzzy Imprecision With Probabilistic Uncertainty in Decision Making , 1988 .

[2]  Chinnadurai Veeramani,et al.  Fuzzy Mathematical programming approach for solving Fuzzy Linear Fractional Programming problem , 2013, 2013 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE).

[3]  Roman Słowiński,et al.  Fuzzy Versus Stochastic Approaches to Multicriteria Linear Programming under Uncertainty , 1988 .

[4]  S. A. Edalatpanah,et al.  A new approach for solving fully fuzzy linear fractional programming problems using the multi-objective linear programming , 2017, RAIRO Oper. Res..

[5]  R. Słowiński,et al.  Stochastic Versus Fuzzy Approaches to Multiobjective Mathematical Programming under Uncertainty , 1990, Theory and Decision Library.

[6]  A. Biswas,et al.  Priority based fuzzy goal programming technique to fractional fuzzy goals using dynamic programming , 2012 .

[7]  H. Zimmermann DESCRIPTION AND OPTIMIZATION OF FUZZY SYSTEMS , 1975 .

[8]  E. Czogala On the choice of optimal alternatives for decision making in probabilistic fuzzy environment , 1988 .

[9]  Madan M. Gupta,et al.  On fuzzy stochastic optimization , 1996, Fuzzy Sets Syst..

[10]  Gabriel R. Bitran,et al.  Linear Programming with a Fractional Objective Function , 1973, Oper. Res..

[11]  Kailash Lachhwani,et al.  On solving multi-level multi objective linear programming problems through fuzzy goal programming approach , 2014 .

[12]  E. Czogala,et al.  Multi-criteria decision making by means of fuzzy and probabilistic sets , 1990 .

[13]  M. Sakawa,et al.  An interactive fuzzy satisficing method for multiobjective linear fractional programming problems , 1988 .

[14]  R. Tiwari,et al.  Effect of tolerance in fuzzy linear fractional programming , 1993 .

[15]  M. K. Luhandjula Fuzzy approaches for multiple objective linear fractional optimization , 1984 .

[16]  I. M. Stancu-Minasian,et al.  A method of solving fully fuzzified linear fractional programming problems , 2008 .

[17]  Ernest Czogała,et al.  Decision Making in a Probabilistic Fuzzy Environment , 1988 .

[18]  S. H. Nasseri,et al.  A Suggested Approach for Stochastic Interval-Valued Linear Fractional Programming problem , 2017 .

[19]  M. G. Iskander Using different dominance criteria in stochastic fuzzy linear multiobjective programming: A case of fuzzy weighted objective function , 2003 .