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Mathematical Methods in Robust Control of Discrete-Time Linear Stochastic Systems 🔍
Vasile Dragan, Toader Morozan, Adrian-Mihail Stoica (auth.) Springer-Verlag New York, 1, 2010
English [en] · PDF · 3.4MB · 2010 · 📘 Book (non-fiction) · 🚀/lgli/lgrs/nexusstc/scihub/zlib · Save
description
In this monograph the authors develop a theory for the robust control of discrete-time stochastic systems, subjected to both independent random perturbations and to Markov chains. Such systems are widely used to provide mathematical models for real processes in fields such as aerospace engineering, communications, manufacturing, finance and economy. The theory is a continuation of the authors’ work presented in their previous book entitled "Mathematical Methods in Robust Control of Linear Stochastic Systems" published by Springer in 2006. Key features: - Provides a common unifying framework for discrete-time stochastic systems corrupted with both independent random perturbations and with Markovian jumps which are usually treated separately in the control literature; - Covers preliminary material on probability theory, independent random variables, conditional expectation and Markov chains; - Proposes new numerical algorithms to solve coupled matrix algebraic Riccati equations; - Leads the reader in a natural way to the original results through a systematic presentation; - Presents new theoretical results with detailed numerical examples. The monograph is geared to researchers and graduate students in advanced control engineering, applied mathematics, mathematical systems theory and finance. It is also accessible to undergraduate students with a fundamental knowledge in the theory of stochastic systems.
Alternative filename
lgrsnf/A:\compressed\10.1007%2F978-1-4419-0630-4.pdf
Alternative filename
nexusstc/Mathematical Methods in Robust Control of Discrete-Time Linear Stochastic Systems/12864e8bc4d8040e5ef9af6ec1f9151c.pdf
Alternative filename
scihub/10.1007/978-1-4419-0630-4.pdf
Alternative author
Dragan, Vasile, Morozan, Toader, Stoica, Adrian-Mihail
Alternative author
by Vasile Dragan, Toader Morozan, Adrian-Mihail Stoica
Alternative author
Vasile Drăgan; Toader Morozan; Adrian Stoica
Alternative publisher
Springer Science+Business Media, LLC
Alternative edition
SpringerLink: Springer e-Books, New York, NY, 2010
Alternative edition
First., New York, NY, New York State, 2010
Alternative edition
United States, United States of America
Alternative edition
Springer Nature, New York, NY, 2009
Alternative edition
New York ; London, ©2010
Alternative edition
2010, 2009
metadata comments
sm41108501
metadata comments
{"edition":"1","isbns":["1441906290","1441906304","9781441906298","9781441906304"],"last_page":346,"publisher":"Springer New York"}
metadata comments
MiU
Alternative description
Front Matter....Pages 1-9
Elements of probability theory....Pages 1-19
Discrete-time linear equations defined by positive operators....Pages 21-58
Mean square exponential stability....Pages 59-101
Structural properties of linear stochastic systems....Pages 103-129
Discrete-time Riccati equations of stochastic control....Pages 131-183
Linear quadratic optimization problems....Pages 185-221
Discrete-time stochastic H 2 optimal control....Pages 223-285
Robust stability and robust stabilization of discrete-time linear stochastic systems....Pages 287-336
Back Matter....Pages 1-9
Alternative description
Keine Beschreibung vorhanden.
Erscheinungsdatum: 24.11.2009
date open sourced
2013-08-01
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