A method for solving linear programming problems with fuzzy parameters based on multiobjective linear programming technique

A method for solving linear programming problems with fuzzy parameters based on multiobjective linear programming technique

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Article ID: iaor20083415
Country: Singapore
Volume: 24
Issue: 4
Start Page Number: 557
End Page Number: 573
Publication Date: Aug 2007
Journal: Asia-Pacific Journal of Operational Research
Authors: ,
Keywords: fuzzy sets
Abstract:

In the real-world optimization problems, coefficients of the objective function are not known precisely and can be interpreted as fuzzy numbers. In this paper we define the concepts of optimality for linear programming problems with fuzzy parameters based on those for multiobjective linear programming problems. Then by using the concept of comparison of fuzzy numbers, we transform a linear programming problem with fuzzy parameters to a multiobjective linear programming problem. To this end, we propose several theorems which are used to obtain optimal solutions of linear programming problems with fuzzy parameters. Finally some examples are given for illustrating the proposed method of solving linear programming problem with fuzzy parameters.

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