Titlebook: Hybrid System Identification; Theory and Algorithm Fabien Lauer,Gérard Bloch Book 2019 Springer Nature Switzerland AG 2019 Hybrid System Id

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Estimation of Piecewise Affine Models,he general approach to PWA model estimation based on the application of switching regression methods detailed in Chap.?.. Then, it discusses how to estimate PWA models with nonlinear regression techniques highly connected to the nonparametric methods introduced in Chap.?.. Finally, this chapter pres

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Hybrid System Identification978-3-030-00193-3Series ISSN 0170-8643 Series E-ISSN 1610-7411

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Classification,fiers and the popular support vector machine. Multi-class problems with more than two categories and nonlinear classifiers are also discussed. The second part of the chapter is dedicated to the clustering problem and details in particular the well-known .-means algorithm.