Set invariance in control

F Blanchini - Automatica, 1999 - Elsevier
The properties of positively invariant sets are involved in many different problems in control
theory, such as constrained control, robustness analysis, synthesis and optimization. In this …

Computing robust controlled invariant sets of linear systems

M Rungger, P Tabuada - IEEE Transactions on Automatic …, 2017 - ieeexplore.ieee.org
We consider controllable linear discrete-time systems with bounded perturbations and
present two methods to compute robust controlled invariant sets. The first method tolerates …

Model predictive control of hybrid systems: Stability and robustness

M Lazar - 2006 - research.tue.nl
This thesis considers the stabilization and the robust stabilization of certain classes of hybrid
systems using model predictive control. Hybrid systems represent a broad class of …

Inner–outer approximation of robust control invariant sets

R Comelli, S Olaru, E Kofman - Automatica, 2024 - Elsevier
This work proposes an approach to replace the use of a robust control invariant set by a pair
of simpler sets that provide an inner and an outer approximation of the former. In the …

Optimized robust control invariance for linear discrete-time systems: Theoretical foundations

SV Raković, EC Kerrigan, DQ Mayne, KI Kouramas - Automatica, 2007 - Elsevier
This paper introduces the concept of optimized robust control invariance for discrete-time
linear time-invariant systems subject to additive and bounded state disturbances. A novel …

Robust receding horizon predictive control for systems with uncertain dynamics and input saturation

YI Lee, B Kouvaritakis - Automatica, 2000 - Elsevier
A receding horizon predictive control method which assures stability for systems with model
uncertainty and input saturation is derived by extending earlier work in two important …

Constrained stabilization of continuous-time linear systems

F Blanchini, S Miani - Systems & control letters, 1996 - Elsevier
In this paper we consider the stabilization problem for linear continuous-time systems, under
state and control constraints. We show that the largest domain of attraction to the origin can …

[PDF][PDF] Neural network controllers for uncertain linear systems

F Fabiani, PJ Goulart - arXiv preprint arXiv:2204.13209, 2022 - researchgate.net
We consider the design of reliable neural network (NN)-based approximations of traditional
stabilizing controllers for linear systems affected by polytopic uncertainty, including …

Squaring the circle: An algorithm for generating polyhedral invariant sets from ellipsoidal ones

A Alessio, M Lazar, A Bemporad, W Heemels - Automatica, 2007 - Elsevier
This paper presents a new (geometrical) approach to the computation of polyhedral
(robustly) positively invariant (PI) sets for general (possibly discontinuous) nonlinear discrete …

Stabilization conditions for model predictive control of constrained PWA systems

M Lazar, WPMH Heemels, S Weiland… - 2004 43rd IEEE …, 2004 - ieeexplore.ieee.org
Model predictive control (MPC) has recently been applied to several relevant classes of
hybrid systems with promising results. These developments generated an increasing …