T�tulo: Learning and Soft Computing: Support Vector Machines, Neural Networks, and Fuzzy Logic Models (Complex Adaptive Systems)
Editor: A Bradford Book
Fecha de publicaci�n: 2001
Idioma: Ingl�s
ISBN 10: 0262112558
ISBN 13: 9780262112550
Encuadernaci�n: Hardcover
Estado: Like New
Tipo de libro: book

Acerca de

Sinopsis

This textbook provides a thorough introduction to the field of learning from experimental data and soft computing. Support vector machines (SVM) and neural networks (NN) are the mathematical structures, or models, that underlie learning, while fuzzy logic systems (FLS) enable us to embed structured human knowledge into workable algorithms. The book assumes that it is not only useful, but necessary, to treat SVM, NN, and FLS as parts of a connected whole. Throughout, the theory and algorithms are illustrated by practical examples, as well as by problem sets and simulated experiments. This approach enables the reader to develop SVM, NN, and FLS in addition to understanding them. The book also presents three case studies: on NN-based control, financial time series analysis, and computer graphics. A solutions manual and all of the MATLAB programs needed for the simulated experiments are available.

Acerca del autor

Vojislav Kecman is Professor in the School of Engineering at Virginia Commonwealth University.

"Sobre este t�tulo" puede pertenecer a otra edici�n de este libro.

Descripci�n de la librer�a

We have collection of General books ,Science Books, Fiction & Academic Books. we ship from multiple location. Delhi, US and UK Return Address Mispah books flat4 , Centenary court, 30 Warwick Road Redhill , SURRE RH1 1FQ United Kingdom

Ver la p�gina web de la librer�a