An interactive method for multi-goal programming with fuzzy solution using fuzzy reasoning and its application to diet problem

An interactive method for multi-goal programming with fuzzy solution using fuzzy reasoning and its application to diet problem

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Article ID: iaor19961631
Country: Japan
Volume: 6
Issue: 1
Start Page Number: 187
End Page Number: 198
Publication Date: Feb 1994
Journal: Journal of Japan Society For Fuzzy Theory and Systems
Authors: ,
Keywords: planning, programming: goal, programming: linear, fuzzy sets
Abstract:

This paper presents a new interactive method for solving fuzzy mathematical programming problems. An interactive method is generally an effective method for obtaining a satisfactory solution, but in many conventional methods, it is difficult to proceed with the process of interaction without having some knowledge of mathematical programming and the understanding of individual methods. In this study the burden of a decision maker during the interactive process is reduced by applying fuzzy reasoning to the problems. Furthermore, a new method that does not require the prior understanding of the method is proposed. The authors apply this interactive method to the fuzzy mathematical programming problem involving both fuzzy decision variables and fuzzy parameters. The fuzzy solution is a fuzzy theorem’s unique idea, and its merit is that a decision maker understands the possibility of the solution visually. Moreover, the method proposed in this paper is applied to a diet problem, and an illustrative numerical example is also demonstrated. [In Japanese.]

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