Modelling and Control of Dynamic Systems Using Gaussian Process Models (Advances in Industrial Control)
Modelling and Control of Dynamic Systems Using Gaussian Process Models (Advances in Industrial Control) by Juš Kocijan
English | 7 Dec. 2015 | ISBN: 3319210203 | 267 Pages | EPUB | 4.13 MB
English | 7 Dec. 2015 | ISBN: 3319210203 | 267 Pages | EPUB | 4.13 MB
This monograph opens up new horizons for engineers and researchers in academia and in industry dealing with or interested in new developments in the field of system identification and control. It emphasizes guidelines for working solutions and practical advice for their implementation rather than the theoretical background of Gaussian process (GP) models. The book demonstrates the potential of this recent development in probabilistic machine-learning methods and gives the reader an intuitive understanding of the topic. The current state of the art is treated along with possible future directions for research.