Nonlinear generalized predictive control based on online least squares support vector machines

DOI10.1007/s11071-014-1733-2zbMath1345.93068OpenAlexW2019256990MaRDI QIDQ493946

Zhenkai Guo, Xin-Ping Guan

Publication date: 7 September 2015

Published in: Nonlinear Dynamics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s11071-014-1733-2

zbMATH Keywords

nonlinear systemgeneralized predictive control (GPC)online least squares support vector machines

Mathematics Subject Classification ID

Nonlinear systems in control theory (93C10) Control/observation systems involving computers (process control, etc.) (93C83) Adaptive control/observation systems (93C40) Discrete-time control/observation systems (93C55) Dynamical systems in control (37N35) Simulation of dynamical systems (37M05) Stability theory for difference equations (39A30) Applications of difference equations (39A60) Almost periodic solutions of difference equations (39A24)

Related Items (3)

Data filtering-based least squares iterative algorithm for Hammerstein nonlinear systems by using the model decomposition ⋮ PARAMETER-VARYING ARTIFICIAL POTENTIAL FIELD CONTROL OF VIRTUAL COUPLING SYSTEM WITH NONLINEAR DYNAMICS ⋮ Takagi-Sugeno fuzzy generalized predictive control for a class of nonlinear systems

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