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Toward a theoretical foundation of policy optimization for learning control policies
Gradient-based methods have been widely used for system design and optimization in
diverse application domains. Recently, there has been a renewed interest in studying …
diverse application domains. Recently, there has been a renewed interest in studying …
Robust control of uncertain systems: Classical results and recent developments
This paper presents a survey of the most significant results on robust control theory. In
particular, we study the modeling of uncertain systems, robust stability analysis for systems …
particular, we study the modeling of uncertain systems, robust stability analysis for systems …
Control barrier functions: Theory and applications
This paper provides an introduction and overview of recent work on control barrier functions
and their use to verify and enforce safety properties in the context of (optimization based) …
and their use to verify and enforce safety properties in the context of (optimization based) …
A framework for the event-triggered stabilization of nonlinear systems
Event-triggered control consists of closing the feedback loop whenever a predefined state-
dependent criterion is satisfied. This paradigm is especially well suited for embedded …
dependent criterion is satisfied. This paradigm is especially well suited for embedded …
Convex computation of the region of attraction of polynomial control systems
We address the long-standing problem of computing the region of attraction (ROA) of a
target set (eg, a neighborhood of an equilibrium point) of a controlled nonlinear system with …
target set (eg, a neighborhood of an equilibrium point) of a controlled nonlinear system with …
Lyapunov conditions for input-to-state stability of impulsive systems
This paper introduces appropriate concepts of input-to-state stability (ISS) and integral-ISS
for impulsive systems, ie, dynamical systems that evolve according to ordinary differential …
for impulsive systems, ie, dynamical systems that evolve according to ordinary differential …
A sum-of-squares approach to modeling and control of nonlinear dynamical systems with polynomial fuzzy systems
K Tanaka, H Yoshida, H Ohtake… - IEEE Transactions on …, 2008 - ieeexplore.ieee.org
This paper presents a sum of squares (SOS) approach for modeling and control of nonlinear
dynamical systems using polynomial fuzzy systems. The proposed SOS-based framework …
dynamical systems using polynomial fuzzy systems. The proposed SOS-based framework …
LMI techniques for optimization over polynomials in control: a survey
G Chesi - IEEE transactions on Automatic Control, 2010 - ieeexplore.ieee.org
Numerous tasks in control systems involve optimization problems over polynomials, and
unfortunately these problems are in general nonconvex. In order to cope with this difficulty …
unfortunately these problems are in general nonconvex. In order to cope with this difficulty …
Detecting global optimality and extracting solutions in GloptiPoly
Abstract GloptiPoly is a Matlab/SeDuMi add-on to build and solve convex linear matrix
inequality (LMI) relaxations of non-convex optimization problems with multivariate …
inequality (LMI) relaxations of non-convex optimization problems with multivariate …
Convex conditions for robust stability analysis and stabilization of linear aperiodic impulsive and sampled-data systems under dwell-time constraints
C Briat - Automatica, 2013 - Elsevier
Stability analysis and control of linear impulsive systems is addressed in a hybrid framework,
through the use of continuous-time time-varying discontinuous Lyapunov functions …
through the use of continuous-time time-varying discontinuous Lyapunov functions …