Articoli correlati a Machine Learning Control: Taming Nonlinear Dynamics...
- EditoreSpringer Nature
- Data di pubblicazione2018
- ISBN 10 3319821407
- ISBN 13 9783319821405
- RilegaturaCopertina flessibile
- LinguaInglese
- Numero di pagine211
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Machine Learning Control ? Taming Nonlinear Dynamics and Turbulence (Fluid Mechanics and Its Applications (116))
Da: Books Puddle, New York, NY, U.S.A.
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Condizione: New. pp. 231. Codice articolo 26380292370
Quantità: 1 disponibili
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Machine Learning Control ? Taming Nonlinear Dynamics and Turbulence (Fluid Mechanics and Its Applications (116))
Da: Majestic Books, Hounslow, Regno Unito
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Condizione: New. pp. 231. Codice articolo 383611597
Quantità: 1 disponibili
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Machine Learning Control ? Taming Nonlinear Dynamics and Turbulence (Fluid Mechanics and Its Applications (116))
Da: Biblios, Frankfurt am main, HESSE, Germania
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Condizione: New. pp. 231. Codice articolo 18380292376
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Machine Learning Control ¿ Taming Nonlinear Dynamics and Turbulence
Editore:
Springer International Publishing Apr 2018, 2018
ISBN 10: 3319821407
ISBN 13: 9783319821405
Nuovo
Taschenbuch
Da: BuchWeltWeit Ludwig Meier e.K., Bergisch Gladbach, Germania
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Taschenbuch. Condizione: Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -This is the first textbookon a generally applicable control strategy for turbulence and other complex nonlinear systems. The approach of the book employs powerful methods of machine learning for optimal nonlinear control laws. This machine learning control (MLC) is motivated and detailed in Chapters 1 and 2. In Chapter 3, methods of linear control theory are reviewed. In Chapter 4, MLC is shown to reproduce known optimal control laws for linear dynamics (LQR, LQG). In Chapter 5, MLC detects and exploits a strongly nonlinear actuation mechanism of a low-dimensional dynamical system when linear control methods are shown to fail. Experimental control demonstrations from a laminar shear-layer to turbulent boundary-layers are reviewed in Chapter 6, followed by general good practices for experiments in Chapter 7. The book concludes with an outlook on the vast futureapplications of MLC in Chapter 8. Matlab codes are providedfor easy reproducibility of the presented results. The book includesinterviews with leading researchers in turbulence control (S. Bagheri, B. Batten, M. Glauser, D. Williams) and machine learning (M. Schoenauer) for a broader perspective. All chapters have exercises and supplemental videos will be available through YouTube. 232 pp. Englisch. Codice articolo 9783319821405
Quantità: 2 disponibili
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Machine Learning Control ¿ Taming Nonlinear Dynamics and Turbulence
Editore:
Springer International Publishing, 2018
ISBN 10: 3319821407
ISBN 13: 9783319821405
Nuovo
Taschenbuch
Da: AHA-BUCH GmbH, Einbeck, Germania
Valutazione del venditore 5 su 5 stelle
Taschenbuch. Condizione: Neu. Druck auf Anfrage Neuware - Printed after ordering - This is the first textbookon a generally applicable control strategy for turbulence and other complex nonlinear systems. The approach of the book employs powerful methods of machine learning for optimal nonlinear control laws. This machine learning control (MLC) is motivated and detailed in Chapters 1 and 2. In Chapter 3, methods of linear control theory are reviewed. In Chapter 4, MLC is shown to reproduce known optimal control laws for linear dynamics (LQR, LQG). In Chapter 5, MLC detects and exploits a strongly nonlinear actuation mechanism of a low-dimensional dynamical system when linear control methods are shown to fail. Experimental control demonstrations from a laminar shear-layer to turbulent boundary-layers are reviewed in Chapter 6, followed by general good practices for experiments in Chapter 7. The book concludes with an outlook on the vast futureapplications of MLC in Chapter 8. Matlab codes are providedfor easy reproducibility of the presented results. The book includesinterviews with leading researchers in turbulence control (S. Bagheri, B. Batten, M. Glauser, D. Williams) and machine learning (M. Schoenauer) for a broader perspective. All chapters have exercises and supplemental videos will be available through YouTube. Codice articolo 9783319821405
Quantità: 1 disponibili
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Machine Learning Control - Taming Nonlinear Dynamics and Turbulence
Editore:
Springer International Publishing, 2018
ISBN 10: 3319821407
ISBN 13: 9783319821405
Nuovo
Brossura
Da: moluna, Greven, Germania
Valutazione del venditore 5 su 5 stelle
Condizione: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. Guides the reader from the control of simple dynamical systems to real-world experiments assisted by ample supplementary material Contains interviews with leading experts in the fieldOffers extensive color figures with clear explanatio. Codice articolo 458622495
Quantità: Più di 20 disponibili
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Machine Learning Control Taming Nonlinear Dynamics and Turbulence (Fluid Mechanics and Its Applications, 116)
Da: Mispah books, Redhill, SURRE, Regno Unito
Valutazione del venditore 4 su 5 stelle
Paperback. Condizione: New. New. book. Codice articolo ERICA79633198214076
Quantità: 1 disponibili