Articoli correlati a Learning and Soft Computing: Support Vector Machines,...
Learning and Soft Computing: Support Vector Machines, Neural Networks, and Fuzzy Logic Models - Rilegato
Sinossi
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.
Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.
L'autore
Vojislav Kecman is Associate Professor in the School of Engineering at Virginia Commonwealth University.
Product Description
Book by Kecman Vojislav
Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.
- EditoreBradford Books
- Data di pubblicazione2001
- ISBN 10 0262112558
- ISBN 13 9780262112550
- RilegaturaCopertina rigida
- LinguaInglese
- Numero di pagine541
Compra nuovo
Visualizza questo articolo
EUR 95,80
EUR 6,18 per la spedizione in U.S.A.
Destinazione, tempi e costiAltre edizioni note dello stesso titolo
Risultati della ricerca per Learning and Soft Computing: Support Vector Machines,...
Foto dell'editore
Learning and Soft Computing: Support Vector Machines, Neural Networks, and Fuzzy Logic Models (Complex Adaptive Systems)
Da: HPB-Red, Dallas, TX, U.S.A.
Valutazione del venditore 5 su 5 stelle
Hardcover. Condizione: Good. Connecting readers with great books since 1972! Used textbooks may not include companion materials such as access codes, etc. May have some wear or writing/highlighting. We ship orders daily and Customer Service is our top priority! Codice articolo S_361580043
Quantità: 1 disponibili
Foto dell'editore
Learning and Soft Computing: Support Vector Machines, Neural Networks, and Fuzzy Logic Models (Complex Adaptive Systems)
Da: SecondSale, Montgomery, IL, U.S.A.
Valutazione del venditore 5 su 5 stelle
Condizione: Acceptable. Item in good condition. Textbooks may not include supplemental items i.e. CDs, access codes etc. Codice articolo 00068975734
Quantità: 1 disponibili
Foto dell'editore
Learning and Soft Computing: Support Vector Machines, Neural Networks, and Fuzzy Logic Models (Complex Adaptive Systems)
Da: BennettBooksLtd, North Las Vegas, NV, U.S.A.
Valutazione del venditore 5 su 5 stelle
hardcover. Condizione: New. In shrink wrap. Looks like an interesting title! Codice articolo Q-0262112558
Quantità: 1 disponibili
Foto dell'editore
Learning and Soft Computing: Support Vector Machines, Neural Networks, and Fuzzy Logic Models (Complex Adaptive Systems)
Da: Mispah books, Redhill, SURRE, Regno Unito
Valutazione del venditore 4 su 5 stelle
Hardcover. Condizione: Like New. Like New. book. Codice articolo ERICA77302621125586
Quantità: 1 disponibili