Optimal transport in systems and control
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 …
production and consumers and evolved into a far-reaching geometric variational framework …
Stochastic control liaisons: Richard sinkhorn meets gaspard monge on a schrodinger bridge
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 …
large deviations of the empirical distribution). Schrödinger's problem represents an early …
[LIVRE][B] A unified algebraic approach to control design
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 …
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
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 …
observation from an initial Gaussian distribution in state-space to a final one with minimum …
Optimal covariance control for stochastic systems under chance constraints
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 …
linear systems subject to chance constraints. To the best of our knowledge, covariance …
Optimal covariance steering for discrete-time linear stochastic systems
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 …
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 …
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 …
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 …
linear systems subject to mean sum constraints involving quadratic functions of the state and …
Discrete-time optimal covariance steering via semidefinite programming
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 …
linear systems subject to probabilistic state and control constraints. A method is presented to …