Polish (Poland)English (United Kingdom)

Regression Modeling with Fuzzy Relations

Type of Publication: Article
Year: 2008
Authors:
Journal: Lecture Notes in Artificial Intelligence
Volume: 5097
Pages: 317-323
BibTex:
Abstract:
In the paper relational neuro-fuzzy systems are described with additional fuzzy relation connecting input and output linguistic fuzzy terms. Thanks to this the fuzzy rules have more complicated structure and can be better suited the task. Fuzzy clustering and relational equations are used to obtain the initial set of fuzzy rules and systems are then learned by the backpropagation algorithm. Simulations shows excellent performance of the modified neuro-fuzzy systems.

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