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Artificial Neural Nets and Genetic Algorithms

Lingua IngleseInglese
Libro In brossura
Libro Artificial Neural Nets and Genetic Algorithms David W. Pearson
Codice Libristo: 01463947
Casa editrice Springer Verlag GmbH, aprile 2003
The papers in this volume present theoretical aspects and applications of artificial neural networks... Descrizione completa
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The papers in this volume present theoretical aspects and applications of artificial neural networks and genetic algorithms. Also included are papers on fuzzy logic, soft computing, and artificial intelligence. Fundamental issues are addressed, such as the nonlinear approximation capabilities of neural networks and formal methods of data representation with topological properties. New elements in genetic algorithms are presented, for example, crossover methods and gene representation. Papers on applications of neural networks show how successful these methods are in a wide range of fields like meteorological and atmospheric pollution forecasts, furnace control, and system identification. Genetic algorithms are used to solve optimization problems related to shipping and computer vision. Fuzzy-logic-based techniques are applied to sociodynamic models and hybrid neuro-fuzzy models.

Informazioni sul libro

Titolo completo Artificial Neural Nets and Genetic Algorithms
Lingua Inglese
Rilegatura Libro - In brossura
Data di pubblicazione 2003
Numero di pagine 266
EAN 9783211007433
ISBN 3211007431
Codice Libristo 01463947
Casa editrice Springer Verlag GmbH
Peso 1420
Dimensioni 210 x 280 x 16
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