Metaheuristic Procedures for Training Neutral Networks

edited by Enrique Alba, Rafael Martí

This book provides successful implementations of metaheuristic methods for neural network training. It is the first book to achieve this objective. Moreover, the basic principles and fundamental ideas given in the book will allow the readers to create successful training methods on their own. Overall, the book's aim is to provide a broad coverage of the concepts, methods, and tools of the important area of ANNs within the realm of continuous optimization.

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Year of publication:	2006
Other Persons:	Alba, Enrique (contributor) ; Martí, Rafael (contributor)
Publisher:	Boston, MA : Springer Science+Business Media, LLC
Subject:	Theorie \| Theory \| Heuristik \| Heuristics \| Betriebliches Bildungsmanagement \| Employer-provided training \| Scheduling-Verfahren \| Scheduling problem \| Berufsbildung \| Vocational training \| Optimierung \| Neuronales Netz \| Heuristische Programmierung \| Kombinatorische Optimierung \| Metaheuristik
Description of contents:	Table of Contents [gbv.de] ; Description [swbplus.bsz-bw.de] ; Description [swbplus.bsz-bw.de] ; Description [zbmath.org]

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Extent:	Online-Ressource (XI, 250 p, digital)
Series:	Operations Research/Computer Science Interfaces Series ; 36 SpringerLink / Bücher
Type of publication:	Book / Working Paper
Type of publication (narrower categories):	Aufsatzsammlung
Language:	English
Notes:	Includes bibliographical references and index Classical Training Methods; Simulated Annealing; Tabu Search; Variable Neighbourhood Search; Estimation of Distribution Algorithms; Genetic Algorithms; Scatter Search; Ant Colony Optimization; Cooperative Coevolutionary Methods; Greedy Randomized Adaptive Search Procedures; Memetic Algorithms
ISBN:	978-0-387-33416-5 ; 978-0-387-33415-8
Other identifiers:	10.1007/0-387-33416-5 [DOI]
Classification:	Methoden und Techniken der Betriebswirtschaft
Source:	ECONIS - Online Catalogue of the ZBW

Persistent link: https://www.econbiz.de/10013520443