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Artificial Neural Nets and Genetic Algorithms

Name: Artificial Neural Nets and Genetic Algorithms
Brand: Springer Verlag GmbH
SKU: 01463947
Price: 102.97 EUR
Availability: InStock
Author: David W. Pearson
ISBN: 9783211007433

Proceedings of the International Conference in Roanne, France, 2003

David W. Pearson

Nigel C. Steele

Rudolf Albrecht

Jezik

Engleski

Knjiga Meki uvez

Libristo kod: 01463947

Nakladnici Springer Verlag GmbH, travanj 2003

The papers in this volume present theoretical aspects and applications of artificial neural networks... Cijeli opis

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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.