Moment-based exact uncertainty propagation through nonlinear stochastic autonomous systems

A Jasour, A Wang, BC Williams - arXiv preprint arXiv:2101.12490, 2021 - arxiv.org
In this paper, we address the problem of uncertainty propagation through nonlinear
stochastic dynamical systems. More precisely, given a discrete-time continuous-state …

Predictor-corrector models for lightweight massive machine-type communications in Industry 4.0

B Bordel, R Alcarria, J Chung… - Integrated Computer …, 2023 - content.iospress.com
Future Industry 4.0 scenarios are characterized by seamless integration between
computational and physical processes. To achieve this objective, dense platforms made of …

Controller design and region of attraction estimation for nonlinear dynamical systems

M Korda, D Henrion, CN Jones - IFAC Proceedings Volumes, 2014 - Elsevier
This work presents a method to obtain inner and outer approximations of the region of
attraction of a given target set as well as an admissible controller generating the inner …

Graph recovery from incomplete moment information

D Henrion, JB Lasserre - Constructive Approximation, 2022 - Springer
We investigate a class of moment problems, namely recovering a measure supported on the
graph of a function from partial knowledge of its moments, as, for instance, in some problems …

Modal occupation measures and LMI relaxations for nonlinear switched systems control

M Claeys, J Daafouz, D Henrion - Automatica, 2016 - Elsevier
This paper presents a linear programming approach for the optimal control of nonlinear
switched systems where the control is the switching sequence. This is done by introducing …

Semidefinite approximations of invariant measures for polynomial systems

V Magron, M Forets, D Henrion - arXiv preprint arXiv:1807.00754, 2018 - arxiv.org
We consider the problem of approximating numerically the moments and the supports of
measures which are invariant with respect to the dynamics of continuous-and discrete-time …

Optimal switching control design for polynomial systems: an LMI approach

D Henrion, J Daafouz, M Claeys - 52nd IEEE Conference on …, 2013 - ieeexplore.ieee.org
We propose a new LMI approach to the design of optimal switching sequences for
polynomial dynamical systems with state constraints. We formulate the switching design …

Reconstructing trajectories from the moments of occupation measures

M Claeys, R Sepulchre - 53rd IEEE Conference on Decision …, 2014 - ieeexplore.ieee.org
Moment optimization techniques have been recently proposed to solve globally various
classes of optimal control problems. Since those methods return truncated moment …

Mesures d'occupation et relaxations semi-définies pour la commande optimale

M Claeys - 2013 - theses.hal.science
Cette thèse s' intéresse au calcul de solutions globales de problèmes de commande
optimale en boucle ouverte. La méthodologie générale se base sur l'approche par les …

A semidefinite programming approach for polynomial switched optimal control problems

R Davoudi, SM Hosseini - Optimal Control Applications and …, 2019 - Wiley Online Library
This paper considers solving optimal control of switched systems with polynomial data
globally, where the number of switches and the switching signal are not preassigned. The …