Optimization Techniques

Key Features * Provides in-depth treatment of theoretical contributions to optimal learning for neural network systems * Offers a comprehensive treatment of orthogonal transformation techniques for the optimization of neural network systems * Includes illustrative examples and comprehensive treatment of sequential constructive techniques for optimization of neural network systems * Presents a uniquely comprehensive treatment of the highly effective fast back propagation algorithms for the optimization of neural network systems * Treats, in detail, optimization techniques for neural network systems with nonstationary or dynamic inputs * Covers optimization techniques and applications of neural network systems in constraint satisfaction Zusammenfassung Presents a reference source to a diverse array of methods for achieving optimization, and includes both systems structures and computational methods. This book presents optimization techniques for neural network systems with nonstationary or dynamic inputs. It covers optimization techniques and applications of neural network systems....

Dettagli sul prodotto

• Autori: Cornelius T. Leondes, Cornelius T. (University of California Leondes
• Con la collaborazione di: Cornelius T. Leondes (Editore)
• Editore: ELSEVIER SCIENCE BV
• Lingue: Inglese
• Formato: Copertina rigida
• Pubblicazione: 01.01.2008
• EAN: 9780124438620
• ISBN: 978-0-12-443862-0
• Pagine: 398
• Serie: Neural Network Systems Techniq; Neural Network Systems Techniq; Neural Network Systems Techniques and Applications
• Categoria: Scienze naturali, medicina, informatica, tecnica > Informatica, EDP > Comunicazione dati, reti