Isbn Machine Learning Control – Taming Nonlinear Dynamics and Turbulence book English Hardcover 211 pages

Name: Isbn Machine Learning Control – Taming Nonlinear Dynamics and Turbulence book English Hardcover 211 pages
Brand: ISBN
SKU: 9783319406237
Price: 79.99 GBP
Availability: InStock

Isbn Machine Learning Control – Taming Nonlinear Dynamics and Turbulence book English Hardcover 211 pages thumbnail

Price Alert

ISBN Machine Learning Control – Taming Nonlinear Dynamics and Turbulence. Book cover type: Hardcover, Language version: English, Written by: Thomas Duriez, Steven L. Brunton, Bernd R. Noack

★ 4.9

£79.99

Best price from link.springer.com

Price Alert

ISBN Machine Learning Control – Taming Nonlinear Dynamics and Turbulence. Book cover type: Hardcover, Language version: English, Written by: Thomas Duriez, Steven L. Brunton, Bernd R. Noack

★ 4.9

£79.99

Best price from link.springer.com

Price Alert

ISBN Machine Learning Control – Taming Nonlinear Dynamics and Turbulence. Book cover type: Hardcover, Language version: English, Written by: Thomas Duriez, Steven L. Brunton, Bernd R. Noack

★ 4.9

£79.99

Best price from link.springer.com

binding

Price details

Lowest price for a new Isbn Machine Learning Control – Taming Nonlinear Dynamics and Turbulence book English Hardcover 211 pages is £79.99. This is currently the cheapest offer among 1 stores.

Product Information

This is the first textbook on 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 future applications of MLC in Chapter 8. Matlab codes are provided for easy reproducibility of the presented results. The book includes interviews 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.

Product Specifications

Book cover typeHardcover

Reviews

0,0

No Ratings Yet

Be the first to share your experience with this product!

Stores selling this product

link.springer.comlink.springer.com discount codes →link.springer.com deals →

Isbn Machine Learning Control – Taming Nonlinear Dynamics and Turbulence book English Hardcover 211 pages

Price details

Product Information

Product Specifications

Reviews

You might also like

Stores selling this product

Subscribe to our newsletter

PriceRadar

Product Information

Product Specifications

Reviews

You might also like

Cambridge University Press Data-Driven Science And Engineering , Machine Learning, Dynamical Systems, And Control

Cambridge University Press Data-Driven Science And Engineering , Machine Learning, Dynamical Systems, And Control

Springer Real-Time Systems

Springer London Ltd Model Predictive Control