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A Modified Version of Sugeno-Yasukawa Modeler

Hadad, Amir; Gedeon, Tamas (Tom); Shabazi, Saeed; Bahrami, Saeed

Description

One of the most significant steps in fuzzy modeling of a complex system is Structure Identification. Efficient structure identification requires good approximation of the effective input data. Misclassification of effective input data can significantly degrade the efficiency of the inference of the fuzzy model. In this paper we present a modification to the Sugeno-Yasukawa modeler [1] to improve structure identification by increasing the accuracy of effective input data detection. We improved...[Show more]

CollectionsANU Research Publications
Date published: 2008
Type: Conference paper
URI: http://hdl.handle.net/1885/39821
Source: Advances in Computer Science and Engineering: 13th International CSI Computer Conference, CSICC 2008 Proceedings
DOI: 10.1007/978-3-540-89985-3_118

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