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Metaheuristic procedures for training neural networks
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Metaheuristic procedures for training neural networks

著者: Enrique Alba; Rafael Martí
出版商: New York : Springer, ©2006.
丛书: Operations research/computer science interfaces series.
版本/格式:   图书 : 英语查看所有的版本和格式
提要:

Provides successful implementations of metaheuristic methods for neural network training. This book gives the basic principles and fundamental ideas that allow the readers to create successful  再读一些...

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类型/形式: Aufsatzsammlung
材料类型: 互联网资源
文件类型: 书, 互联网资源
所有的著者/提供者: Enrique Alba; Rafael Martí
ISBN: 0387334157 9780387334158 0387334165 9780387334165
OCLC号码: 70665150
描述: xi, 252 p. : ill. ; 24 cm.
内容: Classical training methods / E. Soria, J.D. Martín and P. Lisboa --
Simulated annealing / E. Aarts ... [et al.] --
Tabu search / F. Glover and R. Martí --
Variable neighbourhood search / J.A. Moreno Pérez ... [et al.] --
Estimation of distribution algorithms / J. Madera and B. Dorronsoro --
Genetic algorithms / E. Alba and F. Chicano --
Scatter search / M. Laguna and R. Martí --
Ant colony optimization / K. Socha and C. Blum --
Cooperative coevolutionary methods / N. García-Pedrajas, C. Hervás-Martínez and D. Ortiz-Boyer --
Greedy randomized adaptive search procedures / F.R. Angel-Bello, J. Luis González-Velarde and A.M. Alvarez --
Memetic algorithms / N. Krasnogor, A. Aragón and J. Pacheco.
丛书名: Operations research/computer science interfaces series.
责任: edited by Enrique Alba and Rafael Marti.
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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 再读一些...

 
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