Randomized Algorithms for Analysis and Control of Uncertain Systems : with Applications

The presence of uncertainty in a system description has always been a critical issue in control. The main objective of Randomized Algorithms for Analysis and Control of Uncertain Systems, with Applications (Second Edition) is to introduce the reader to the fundamentals of probabilistic methods in th...

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Những tác giả chính: Tempo, Roberto, 19..-, Calafiore, Giuseppe (Tác giả), Dabbene, Fabrizio (Tác giả), Calafiore, Giuseppe, 1969- (Tác giả), Dabbene, Fabrizio, 1968- (Tác giả)
Định dạng: Livre numérique
Ngôn ngữ:Anglais
Được phát hành: London : Springer London [20..].
Cham : Springer Nature
Phiên bản:2nd ed. 2013.
Loạt:Communications and Control Engineering
Truy cập trực tuyến:Accès sur la plateforme de l'éditeur
Accès sur la plateforme Istex
Accès Université d'Orléans
Accès INSA CVL
Chú thích: Archives Springer e-books (Licence nationale)
Archives Springer e-books (Licence nationale)
Autres localisations: Voir dans le Sudoc
Edition sous un autre format:• Randomized algorithms for analysis and control of uncertain systems, with applications, Roberto Tempo, Giuseppe Calafiore, Fabrizio Dabbene, 2nd ed., London, Springer-Verlag, 2013, 1 vol. (xxiii-357 p.), Communications and control engineering, 978-1-4471-4609-4
• Randomized Algorithms for Analysis and Control of Uncertain Systems, Texte imprimé, 9781447146117
• Randomized Algorithms for Analysis and Control of Uncertain Systems, Texte imprimé, 9781447161400
• Randomized algorithms for analysis and control of uncertain systems, with applications, Roberto Tempo, Giuseppe Calafiore, Fabrizio Dabbene, 2nd ed., London, Springer-Verlag, 2013, 1 vol. (xxiii-357 p.), Communications and control engineering, 978-1-4471-4609-4
Mục lục:
  • Uncertainty and Robustness Probability and Robustness of Uncertain Systems 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