Advanced Mathematical Tools for Automatic Control Engineers: Volume 2: Stochastic Systems - Hardcover

Poznyak, Alexander S.

Hardcover

ISBN 10: 0080446736 ISBN 13: 9780080446738

Verlag: Elsevier Science, 2009

Inhaltsangabe

Advanced Mathematical Tools for Automatic Control Engineers, Volume 2: Stochastic Techniques provides comprehensive discussions on statistical tools for control engineers.

The book is divided into four main parts. Part I discusses the fundamentals of probability theory, covering probability spaces, random variables, mathematical expectation, inequalities, and characteristic functions. Part II addresses discrete time processes, including the concepts of random sequences, martingales, and limit theorems. Part III covers continuous time stochastic processes, namely Markov processes, stochastic integrals, and stochastic differential equations. Part IV presents applications of stochastic techniques for dynamic models and filtering, prediction, and smoothing problems. It also discusses the stochastic approximation method and the robust stochastic maximum principle.

Über diesen Titel

Über die Autorin bzw. den Autor

Alexander Poznyak is Professor and Department Head of Automatic Control at CINESTAV of IPN in Mexico. He graduated from Moscow Physical Technical Institute in 1970, and earned Ph.D. and Doctoral Degrees from the Institute of Control Sciences of Russian Academy of Sciences in 1978 and 1989, respectively. He has directed 43 Ph.D. theses, and published more than 260 papers and 14 books.

Details zur Ausgabe

• Verlag: Elsevier Science
• Erscheinungsdatum: 2009
• Sprache: Englisch
• ISBN 10: 0080446736
• ISBN 13: 9780080446738
• Einband: Gebundene Ausgabe
• Anzahl der Seiten: 567
• Kontakt zum Hersteller: Nicht verfügbar
• Verantwortliche Person: Barbara Criscuolo; b.criscuolo@lswr.it; ; Via Spadolini, 7; Milano; 20141; Italien