Adaptive Prediction and Predictive Control (I E E Control Engineering Series)
| Author | : | |
| Rating | : | 4.80 (995 Votes) |
| Asin | : | 0863411932 |
| Format Type | : | paperback |
| Number of Pages | : | 536 Pages |
| Publish Date | : | 2016-08-28 |
| Language | : | English |
DESCRIPTION:
the characteristics vary in some way with time). The aim of the book is to provide a unified and comprehensive coverage of the principles, perspectives and methods of adaptive prediction, which is used by scientists and researchers in a wide variety of disciplines.. This book is about prediction and control of processes which can be expressed by discrete-time models (i.e
His research interests include modelling and prediction of complex processes, linear and nonlinear time-series analysis, signal processing and predictive control. He has published over 25 refereed papers in journals and international conferences. . He has a particular interest in the applications of orthogonal control. He is a graduate of the IIT and of the University of Sheffield. Partha Pratim Kanjilal is an Associate Professor at the Indian Institute of Technology, Kharagpur. Dr Kanjilal h
Nice treatment of data analysis and modeling A Customer Conventionally, algebraic tools like SVD are used for solving least squares problems; this book shows how SVD and other forms of orthogonal transformation can be used for data analysis, subset selection and modeling. I find this book well written, ea. "A great book for modeling and prediction" according to A Customer. Excellent coverage of Singular Value Decomposition (SVD)and its applications. Many interesting case studies and practical examples. A number of new ideas about optimization of complex models including neural network). New ideas on periodic decomposit
It can serve researchers and practicing engineers as a useful reference. 'The book contains useful new material that can support postgraduate courses in the fields of control and signal processing. On the whole, the book is an important contribution to the literature on the subject.' IEEE Transactions on Automatic Control