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ISBN: 9781849968829

The presence of uncertainty in a system description has always been a critical issue in control. Moving on from earlier stochastic and robust control paradigms, the main objective of this… Plus…

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Randomized Algorithms for Analysis and Control of Uncertain Systems - Tempo, Roberto;Calafiore, Giuseppe;Dabbene, Fabrizio
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Randomized Algorithms for Analysis and Control of Uncertain Systems - Livres de poche

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[ED: Softcover], [PU: Springer / Springer London / Springer, Berlin], Moving on from earlier stochastic and robust control paradigms, this book introduces the fundamentals of probabilisti… Plus…

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Randomized Algorithms for Analysis and Control of Uncertain Systems - Livres de poche

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ISBN: 1849968829

[EAN: 9781849968829], Neubuch, [PU: Springer London], CONTROLTHEORY LINEARSYSTEMS MONTECARLOMETHOD PROBABILISTICDESIGNMETHODS PROBABILISTICMETHODSFORSYSTEMSANDCONTROL RANDOMIZEDROBUSTCONT… Plus…

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Tempo, Roberto; Dabbene, Fabrizio; Calafiore, Giuseppe:
Randomized Algorithms for Analysis and Control of Uncertain Systems - Livres de poche

2010, ISBN: 1849968829

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Softcover reprint of hardcover 1st ed. 2005 Kartoniert / Broschiert Angewandte Mathematik, Regelungstechnik, Nachrichtententechnik, Telekommunikation, Algorithmen und Datenstrukturen, T… Plus…

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Roberto Tempo; Giuseppe Calafiore; Fabrizio Dabbene:
Randomized Algorithms for Analysis and Control of Uncertain Systems - Livres de poche

2010, ISBN: 9781849968829

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Randomized Algorithms for Analysis and Control of Uncertain Systems by Roberto Tempo Paperback | Indigo Chapters

Moving on from earlier stochastic and robust control paradigms, this book introduces the fundamentals of probabilistic methods in the analysis and design of uncertain systems. The use of randomized algorithms, guarantees a reduction in the computational complexity of classical robust control algorithms and in the conservativeness of methods like H-infinity control.Features:. self-contained treatment explaining randomized algorithms from their genesis in the principles of probability theory to their use for robust analysis and controller synthesis; . comprehensive treatment of sample generation, including consideration of the difficulties involved in obtaining independent and identically distributed samples; . applications in congestion control of high-speed communications networks and the stability of quantized sampled-data systems. This monograph will be of interest to theorists concerned with robust and optimal control techniques and to all control engineers dealing with system uncertainties.

Informations détaillées sur le livre - Randomized Algorithms for Analysis and Control of Uncertain Systems by Roberto Tempo Paperback | Indigo Chapters


EAN (ISBN-13): 9781849968829
ISBN (ISBN-10): 1849968829
Version reliée
Livre de poche
Date de parution: 2010
Editeur: Roberto Tempo
364 Pages
Poids: 0,550 kg
Langue: eng/Englisch

Livre dans la base de données depuis 2011-03-11T17:07:10+01:00 (Paris)
Page de détail modifiée en dernier sur 2024-04-21T16:33:07+02:00 (Paris)
ISBN/EAN: 1849968829

ISBN - Autres types d'écriture:
1-84996-882-9, 978-1-84996-882-9
Autres types d'écriture et termes associés:
Auteur du livre: fabrizio, fabrizi, calafiore, robert fabri, tempo, vidyasagar
Titre du livre: randomized algorithms analysis control uncertain, communications and control engineering


Données de l'éditeur

Auteur: Roberto Tempo; Giuseppe Calafiore; Fabrizio Dabbene
Titre: Communications and Control Engineering; Randomized Algorithms for Analysis and Control of Uncertain Systems
Editeur: Springer; Springer London
344 Pages
Date de parution: 2010-10-19
London; GB
Imprimé / Fabriqué en
Langue: Anglais
64,15 € (DE)
65,95 € (AT)
80,16 CHF (CH)
POD
XVII, 344 p. 54 illus.

BC; Hardcover, Softcover / Informatik, EDV/Informatik; Theoretische Informatik; Verstehen; Analysis; Control; Control Theory; Linear Systems; Monte Carlo method; Probabilistic Design Methods; Probabilistic Methods for Systems and Control; Randomized Algorithms; Robust Control; STATISTICA; Sample Generation Techniques; Uncertain Systems; algorithms; complexity; linear optimization; algorithm analysis and problem complexity; Theory of Computation; Control and Systems Theory; Applications of Mathematics; Algorithms; Systems Theory, Control; Communications Engineering, Networks; Regelungstechnik; Angewandte Mathematik; Algorithmen und Datenstrukturen; Kybernetik und Systemtheorie; Nachrichtententechnik, Telekommunikation; BB

Overview.- Elements of Probability Theory.- Uncertain Linear Systems and Robustness.- Linear Robust Control Design.- Some Limits of the Robustness Paradigm.- Probabilistic Methods for Robustness.- Monte Carlo Methods.- Randomized Algorithms in Systems and Control.- Probability Inequalities.- Statistical Learning Theory and Control Design.- Sequential Algorithms for Probabilistic Robust Design.- Sequential Algorithms for LPV Systems.- Scenario Approach for Probabilistic Robust Design.- Random Number and Variate Generation.- Statistical Theory of Radial Random Vectors.- Vector Randomization Methods.- Statistical Theory of Radial Random Matrices.- Matrix Randomization Methods.- Applications of Randomized Algorithms.
Will give the reader tools for dealing with uncertainty in control systems which are more advanced and flexible than either traditional optimal control or robust control Reduces the computational cost of high-quality control and the complexity of the algorithms involved making similar results achievable with less effort by the user

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