PristupačnostModel Predictive and Optimal Control
Data is displayed for the academic year: 2024./2025.
Course Description
Fundamentals of linear system theory. Model Predictive Control, Optimal Control and Filtering of Linear Systems. Basics on optimization. Connection between mathematical programming and optimal control. Linear programming. Quadratic programming. Stability and recursive feasibility of model predictive control. Multi-parametric programming. Explicit solution to the Model Predictive Control problem for Linear Systems. Extension to hybrid systems.
Study Programmes
Postgraduate doctoral study programme
Literature
Jan Marian Maciejowski (2002.), Predictive Control, Pearson Education
Frank L. Lewis, Vassilis L. Syrmos (1995.), Optimal Control, John Wiley & Sons
Francesco Borrelli, Alberto Bemporad, Manfred Morari (2017.), Predictive Control for Linear and Hybrid Systems, Cambridge University Press
James Blake Rawlings, David Q. Mayne (2009.), Model Predictive Control, Nob Hill Pub, Llc
Stephen P. Boyd, Lieven Vandenberghe (2004.), Convex Optimization, Cambridge University Press
General
ID 154350
Summer semester
6 ECTS
L1 e-Learning