System level synthesis

J Anderson, JC Doyle, SH Low, N Matni - Annual Reviews in Control, 2019 - Elsevier
This article surveys the System Level Synthesis framework, which presents a novel
perspective on constrained robust and optimal controller synthesis for linear systems. We …

On the sample complexity of the linear quadratic regulator

S Dean, H Mania, N Matni, B Recht, S Tu - Foundations of Computational …, 2020 - Springer
This paper addresses the optimal control problem known as the linear quadratic regulator in
the case when the dynamics are unknown. We propose a multistage procedure, called …

[KNJIGA][B] Linear matrix inequalities in system and control theory

The basic topic of this book is solving problems from system and control theory using convex
optimization. We show that a wide variety of problems arising in system and control theory …

[KNJIGA][B] Interior-point polynomial algorithms in convex programming

Y Nesterov, A Nemirovskii - 1994 - SIAM
The purpose of this book is to present the general theory of interior-point polynomial-time
methods for convex programming. Since the publication of Karmarkar's famous paper in …

[KNJIGA][B] Stability of time-delay systems

K Gu, J Chen, VL Kharitonov - 2003 - books.google.com
For both their theoretical and practical impact, time-delay systems have been an enduring
theme in the study of differential equations, stochastic processes, game theory, and systems …

[KNJIGA][B] Essentials of robust control

K Zhou, JC Doyle - 1998 - ostad.nit.ac.ir
Robustness of control systems to disturbances and uncertainties has always been the
central issue in feedback control. Feedback would not be needed for most control systems if …

The LMI control toolbox

P Gahinet, A Nemirovskii, AJ Laub… - Proceedings of 1994 …, 1994 - ieeexplore.ieee.org
The LMI control toolbox Page 1 PKu"gsofths33rd Conferem on Deddon and control Lake
&remvi. FL- December 1894 TP-1 5:20 Tlie LMI Coiitrol Toolbox Puscal Guhiriet t Arkudii …

A survey of fault detection, isolation, and reconfiguration methods

I Hwang, S Kim, Y Kim, CE Seah - IEEE transactions on control …, 2009 - ieeexplore.ieee.org
Fault detection, isolation, and reconfiguration (FDIR) is an important and challenging
problem in many engineering applications and continues to be an active area of research in …

Theory and applications of robust optimization

D Bertsimas, DB Brown, C Caramanis - SIAM review, 2011 - SIAM
In this paper we survey the primary research, both theoretical and applied, in the area of
robust optimization (RO). Our focus is on the computational attractiveness of RO …

Robust solutions to least-squares problems with uncertain data

L El Ghaoui, H Lebret - SIAM Journal on matrix analysis and applications, 1997 - SIAM
We consider least-squares problems where the coefficient matrices A, b are unknown but
bounded. We minimize the worst-case residual error using (convex) second-order cone …