A neural network approach to modeling fuzzy preference relations for multiple criteria decision making

A neural network approach to modeling fuzzy preference relations for multiple criteria decision making

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Article ID: iaor19951849
Country: United Kingdom
Volume: 21
Issue: 9
Start Page Number: 991
End Page Number: 1000
Publication Date: Nov 1994
Journal: Computers and Operations Research
Authors:
Keywords: fuzzy sets, decision theory: multiple criteria
Abstract:

This paper describes a neural network approach for modeling decision maker’s fuzzy preference structures. A general feedforward neural network is introduced as a representation of membership function for fuzzy preference relations. A new learning algorithm is proposed for training the neural network to learn fuzzy preference structures. Simulation results show that the proposed neural network approach is capable of modeling a variety of fuzzy preference structures.

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