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Metaheuristic Procedures for Training Neutral Networks

Author: Enrique Alba; Rafael Martí
Publisher: Boston, MA : Springer Science+Business Media, LLC, 2006.
Series: Operations research, computer science interface series, 35.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Publication:Metaheuristic procedures for training neural networks.
Summary:

This book provides successful implementations of metaheuristic methods for neural network training. Moreover, the basic principles and fundamental ideas given in the book will allow the readers to  Read more...

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Genre/Form: Aufsatzsammlung
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Enrique Alba; Rafael Martí
ISBN: 9780387334165 0387334165 9780387334158 0387334157
OCLC Number: 315797332
Notes: In: Springer-Online.
Description: 1 online resource (Online-Ressource.) : v.: digital.
Contents: Classical Training Methods.- Local Search Based Methods.- Simulated Annealing.- Tabu Search.- Variable Neighbourhood Search.- Population Based Methods.- Estimation of Distribution Algorithms.- Genetic Algorithms.- Scatter Search.- Other Advanced Methods.- Ant Colony Optimization.- Cooperative Coevolutionary Methods.- Greedy Randomized Adaptive Search Procedures.- Memetic Algorithms.
Series Title: Operations research, computer science interface series, 35.
Responsibility: edited by Enrique Alba, Rafael Martí.

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From the reviews:"The strength of the book is its clear motivation to bring a new breath from metaheuristics into training of neural networks and integrate both sub-disciplines for the purpose of Read more...

 
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