Machine Learning Control – Taming Nonlinear Dynamics and Turbulence

• Main Authors: Duriez, Thomas (Author), Brunton, Steven L. (Author), Noack, Bernd R. (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Series: Fluid Mechanics and Its Applications, 116
• Subjects: Engineering.; Microprogramming.; Artificial intelligence.; Fluids.; Fluid mechanics.; Control engineering.; Engineering Fluid Dynamics.; Fluid- and Aerodynamics.; Control.; Control Structures and Microprogramming.; Artificial Intelligence (incl. Robotics).; Applications of Nonlinear Dynamics and Chaos Theory.

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...