Hinging hyperplane based regression tree identified by fuzzy clustering and its application

► Hinging hyperplane identification with constrained fuzzy c-regression method is presented. ► Tree based representation of hinging hyperplane models is described. ► Proposed algorithm is used for model predictive control of a cartridge water heater. Hierarchical fuzzy modeling techniques have great...

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Bibliographic Details

Published in:	Applied soft computing Vol. 13; no. 2; pp. 782 - 792
Main Authors:	Kenesei, Tamás, Abonyi, János
Format:	Journal Article
Language:	English
Published:	Elsevier B.V 01.02.2013
Subjects:	Fuzzy-c regression clustering Hinging hyperplanes Model predictive control Non-linear regression Piecewise models Regression trees Model predictive control Non-linear regression Hinging hyperplanes Piecewise models Regression trees Fuzzy-c regression clustering
ISSN:	1568-4946, 1872-9681
Online Access:	Get full text
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