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: 0262527901
ISBN 13: 9780262527903
Encuadernaci�n: Paperback
Estado: Very Good

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

Ver la p�gina web de la librer�a

Informaci�n empresarial del vendedor

Schwabe Books, Inc. DBA Books From California
51 W. Easy St., Simi Valley, CA, 93065, U.S.A.

Condiciones de venta y env�o

Condiciones de venta

Refunds Offered Within 10 days of order.

Greg Schwabe
Books From California
51 W. Easy St
Simi Valley, CA. 93065

Fax # 805-582-9513
For questions, please email at
abesales@booksfromca.com

Condiciones de env�o

Shipping costs are based on books weighing 2.2 LB, or 1 KG. If your book order is heavy or oversized, we may contact you to let you know extra shipping is required.