Design of an analytic constrained predictive controller using neural networks

DOI10.1080/00207720500150549zbMath1122.93381OpenAlexW2172107486MaRDI QIDQ5712079

Miguel Ayala Botto, Peter Hoekstra, Ton J. J. van den Boom

Publication date: 22 December 2005

Published in: International Journal of Systems Science (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1080/00207720500150549

zbMATH Keywords

neural networksmodel predictive controlanalytic implementation

Mathematics Subject Classification ID

Design techniques (robust design, computer-aided design, etc.) (93B51) Discrete-time control/observation systems (93C55)

Related Items (2)

Confidence estimation of GMDH neural networks and its application in fault detection systems ⋮ Design of a multivariable neural controller for control of a nonlinear MIMO plant

Cites Work

• Stability of the solution of definite quadratic programs
• Approximation by superpositions of a sigmoidal function
• The explicit linear quadratic regulator for constrained systems

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