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On the Hinge Finding Algorithm for Hinging Hyperplanes
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
Linköping University, Department of Electrical Engineering, Automatic Control. Linköping University, The Institute of Technology.
1995 (English)Report (Other academic)
Abstract [en]

This paper concerns the estimation algorithm for hinging hyperplane HH models a nonlinear black box model structure suggested in The estimation algorithm is analysed and it is shown that it is a special case of a Newton algorithm applied on a quadratic criterion This insight is then used to suggest possible improvements of the algorithm so that convergence can be guaranteed In addition the way of updating the parameters in the HH model is discussed In a stepwise updating procedure is proposed In this paper we stress that simultaneous updating of the model parameters can be preferable in some cases

Place, publisher, year, edition, pages
Linköping: Linköping University , 1995. , 20 p.
Series
LiTH-ISY-R, ISSN 1400-3902 ; 1720
Keyword [en]
Nonlinear function approximation, Hyperplanes, Numerical methods
National Category
Control Engineering
Identifiers
URN: urn:nbn:se:liu:diva-55200ISRN: LiTH-ISY-R-1720OAI: oai:DiVA.org:liu-55200DiVA: diva2:315772
Available from: 2010-04-29 Created: 2010-04-29 Last updated: 2014-10-06Bibliographically approved

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CiteExportLink to record
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Citation style
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