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  • © 2007

Introduction to Mathematical Systems Theory

Linear Systems, Identification and Control

Birkhäuser
  • Focus on discrete time systems, which are the most relevant in business applications, as opposed to continuous time systems, requiring less mathematical preliminaries
  • Attention to modelling of time series
  • Tools for dynamic analysis used to support decisions in business and government policy
  • Includes supplementary material: sn.pub/extras

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Table of contents (11 chapters)

  1. Front Matter

    Pages i-ix
  2. Dynamical Systems

    Pages 1-9
  3. Input-Output Systems

    Pages 11-23
  4. State Space Models

    Pages 25-37
  5. Stability

    Pages 39-52
  6. Optimal Control

    Pages 53-66
  7. Stochastic Systems

    Pages 67-82
  8. Stochastic Control

    Pages 101-114
  9. System Identification

    Pages 115-132
  10. Cycles and Trends

    Pages 133-149
  11. Further Developments

    Pages 151-159
  12. Back Matter

    Pages 161-166

About this book

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.

Reviews

From the reviews:

“It is very impressive that in Introduction to Mathematical Systems Theory, Linear Systems, Identification and Control, the authors have covered almost all aspects … and with all theorems presented in the book rigorously proven. … This book is closely connected with teaching students in the areas of business mathematics and computer science, econometrics, and mathematics. … this book is an excellent textbook for students from those areas. … this book may still serve as a good reference for engineering students.” (Han-Fu Chen, IEEE Control Systems Magazine, Vol. 28, December, 2008)

Authors and Affiliations

  • Econometric Institute Faculty of Economics, Erasmus University Rotterdam, Rotterdam, The Netherlands

    Christiaan Heij

  • Department of Mathematics Faculty of Exact Sciences, Vrije Universiteit Amserdam, Amsterdam, The Netherlands

    André Ran, Freek Schagen

Bibliographic Information

Buy it now

Buying options

eBook USD 44.99
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever

Tax calculation will be finalised at checkout

Other ways to access