Machine learning control -- taming nonlinear dynamics and turbulence

• Main Authors: Duriez, Thomas, (Author), Brunton, Steven L. 1984- (Author), Noack, Bernd R., (Author)
• Format: eBook
• Language: English
• Published: Switzerland : Springer, [2016]
• Series: Fluid mechanics and its applications ; v. 116.
• Subjects: Feedback control systems.; Adaptive control systems.; Machine learning.; elektronické knihy; electronic books
• ISBN: 9783319406244; 9783319406237
• Physical Description: 1 online resource (xx, 211 pages) : illustrations (some color)

This is the first book 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...