Introduction to Mathematical Systems Theory: Discrete Time Linear Systems, Control and Identification

Author:   Christiaan Heij ,  André C.M. Ran ,  Frederik van Schagen
Publisher:   Springer Nature Switzerland AG
Edition:   2nd ed. 2021
ISBN:  

9783030596521


Pages:   195
Publication Date:   18 February 2021
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Introduction to Mathematical Systems Theory: Discrete Time Linear Systems, Control and Identification


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Overview

This book provides an introduction to the theory of linear systems and control for students in business mathematics, econometrics, computer science, and engineering. The focus is on discrete time systems, which are the most relevant in business applications, as opposed to continuous time systems, requiring less mathematical preliminaries. The subjects treated are among the central topics of deterministic linear system theory: controllability, observability, realization theory, stability and stabilization by feedback, LQ-optimal control theory. Kalman filtering and LQC-control of stochastic systems are also discussed, as are modeling, time series analysis and model specification, along with model validation. This second edition has been updated and slightly expanded. In addition, supplementary material containing the exercises is now available on the Springer Link's book website.

Full Product Details

Author:   Christiaan Heij ,  André C.M. Ran ,  Frederik van Schagen
Publisher:   Springer Nature Switzerland AG
Imprint:   Springer Nature Switzerland AG
Edition:   2nd ed. 2021
Weight:   0.454kg
ISBN:  

9783030596521


ISBN 10:   3030596524
Pages:   195
Publication Date:   18 February 2021
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.
Language:   English

Table of Contents

Preface.- Dynamical Systems.- Input-Output Systems.- State Space Models.- Stability.- Optimal Control.- Stochastic Systems.- Filtering and Prediction.- Stochastic Control.- System Identification.- Cycles and Trends.- Further Developments.

Reviews

The book is very interesting for, as well older years students and, as well, for researchers, who want to have a compendium in control of dynamical systems. ... The book is very well writen, contains a lot of examples, which help its understanding and may also be of the great value for the users. (Krzysztof Galkowski, zbMATH 1461.93001, 2021)


Author Information

Christiaan Heij is assistant professor at the Erasmus University in Rotterdam André C. M. Ran is full professor at the Vrije Universiteit Amsterdam Freek van Schagen is visiting fellow at the Vrije Universiteit Amsterdam

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