Optimal transport in systems and control

Y Chen, TT Georgiou, M Pavon - Annual Review of Control …, 2021 - annualreviews.org
Optimal transport began as the problem of how to efficiently redistribute goods between
production and consumers and evolved into a far-reaching geometric variational framework …

Stochastic control liaisons: Richard sinkhorn meets gaspard monge on a schrodinger bridge

Y Chen, TT Georgiou, M Pavon - Siam Review, 2021 - SIAM
In 1931--1932, Erwin Schrödinger studied a hot gas Gedankenexperiment (an instance of
large deviations of the empirical distribution). Schrödinger's problem represents an early …

[LIVRE][B] A unified algebraic approach to control design

RE Skelton, T Iwasaki, DE Grigoriadis - 1997 - books.google.com
This text deals with the most fundamental deficiency of modern theory control: the lack of an
easily applicable method for the design of low order controllers. It shows that solutions to …

Optimal steering of a linear stochastic system to a final probability distribution, Part I

Y Chen, TT Georgiou, M Pavon - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
We consider the problem of steering a linear dynamical system with complete state
observation from an initial Gaussian distribution in state-space to a final one with minimum …

Optimal covariance control for stochastic systems under chance constraints

K Okamoto, M Goldshtein… - IEEE Control Systems …, 2018 - ieeexplore.ieee.org
This letter addresses the optimal covariance control problem for stochastic discrete-time
linear systems subject to chance constraints. To the best of our knowledge, covariance …

Optimal covariance steering for discrete-time linear stochastic systems

F Liu, G Rapakoulias, P Tsiotras - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
In this paper, we study the optimal control problem for steering the state covariance of a
discrete-time linear stochastic system over a finite time horizon. First, we establish the …

[LIVRE][B] Stochastic dynamics and control

JQ Sun - 2006 - books.google.com
This book is a result of many years of author's research and teaching on random vibration
and control. It was used as lecture notes for a graduate course. It provides a systematic …

Finite-horizon covariance control for discrete-time stochastic linear systems subject to input constraints

E Bakolas - Automatica, 2018 - Elsevier
This work deals with a finite-horizon covariance control problem for discrete-time, stochastic
linear systems with complete state information subject to input constraints. First, we present …

Optimal covariance control for discrete-time stochastic linear systems subject to constraints

E Bakolas - 2016 IEEE 55th Conference on Decision and …, 2016 - ieeexplore.ieee.org
This work deals with an optimal covariance control problem for stochastic discrete-time
linear systems subject to mean sum constraints involving quadratic functions of the state and …

Discrete-time optimal covariance steering via semidefinite programming

G Rapakoulias, P Tsiotras - 2023 62nd IEEE Conference on …, 2023 - ieeexplore.ieee.org
This paper addresses the optimal covariance steering problem for stochastic discrete-time
linear systems subject to probabilistic state and control constraints. A method is presented to …