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Mathematical Methods in Robust Control of Discrete-Time Linear Stochastic Systems - Softcover

 
9781441906311: Mathematical Methods in Robust Control of Discrete-Time Linear Stochastic Systems

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Synopsis

Elements of probability theory.- Discrete-time linear equations defined by positive operators.- Mean square exponential stability.- Structural properties of linear stochastic systems.- Discrete-time Riccati equations of stochastic control.- Linear quadratic optimization problems.- Discrete-time stochastic optimal control.- Robust stability and robust stabilization of discrete-time linear stochastic systems.

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Review

From the reviews:

“This monograph deals with the control theory of linear discrete-time stochastic systems subject to multiplicative white noise and to Markov jumping, as arising in many engineering areas, such as communications, fault detection and isolation, robust control, stochastic filtering navigation as wells as in finance, economics and biology. ... The theoretical developments are illustrated by several examples. ... The book is suitable for advanced courses in robust control of discrete-time stochastic systems, where a good knowledge of probability theory and linear control systems is needed.” (Kurt Marti, Zentralblatt MATH, Vol. 1183, 2010)

“The book is dedicated to control theory of linear discrete-time stochastic systems perturbed by both multiplicative white noise and Markov jumps. ... The book is recommended to graduate students and researchers in the field of applied mathematics and stochastic control.”­­­ (Pavel Pakshin, Mathematical Reviews, Issue 2011 d)

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  • PublisherSpringer
  • Publication date2010
  • ISBN 10 1441906312
  • ISBN 13 9781441906311
  • BindingPaperback
  • LanguageEnglish
  • Number of pages358

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9781441906298: Mathematical Methods in Robust Control of Discrete-Time Linear Stochastic Systems

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ISBN 10:  1441906290 ISBN 13:  9781441906298
Publisher: Springer, 2009
Hardcover