Adaptive hinging hyperplanes and its applications in dynamic system identification

DOI10.1016/j.automatica.2009.06.013zbMath1179.93067OpenAlexW2135325728MaRDI QIDQ1049096

Shuning Wang, Jun Xu, Xiao Lin Huang

Publication date: 8 January 2010

Published in: Automatica (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.automatica.2009.06.013

zbMATH Keywords

piecewise-linearidentification methodsadaptive regressionsystem model validation

Mathematics Subject Classification ID

Nonparametric regression and quantile regression (62G08) System identification (93B30) Multivariable systems, multidimensional control systems (93C35) Geometric methods (93B27)

Related Items (5)

Irredundant lattice representations of continuous piecewise affine functions ⋮ A flexible state-space model for learning nonlinear dynamical systems ⋮ A piecewise ellipsoidal reachable set estimation method for continuous bimodal piecewise affine systems ⋮ Exact penalty and optimality condition for nonseparable continuous piecewise linear programming ⋮ Efficient hinging hyperplanes neural network and its application in nonlinear system identification

Cites Work

• Unnamed Item
• Unnamed Item
• A representation method for PWL functions oriented to parallel processing
• Multivariate adaptive regression splines
• Smoothing noisy data with spline functions: Estimating the correct degree of smoothing by the method of generalized cross-validation
• Nonlinear system identification via direct weight optimization
• Nonlinear black-box modeling in system identification: A unified overview
• Identification of dynamic systems using piecewise-affine basis function models
• A generalized canonical piecewise-linear representation
• Generalization of Hinging Hyperplanes
• Canonical piecewise-linear approximations
• Hinging hyperplanes for regression, classification, and function approximation
• On the hinge-finding algorithm for hingeing hyperplanes
• High-level canonical piecewise linear representation using a simplicial partition
• Advances in Neural Networks – ISNN 2005

This page was built for publication: Adaptive hinging hyperplanes and its applications in dynamic system identification