Artificial Neural Nets and Genetic Algorithms: Proceedings of the International Conference in Roanne, France, 2003 by David W. PearsonArtificial Neural Nets and Genetic Algorithms: Proceedings of the International Conference in Roanne, France, 2003 by David W. Pearson

Artificial Neural Nets and Genetic Algorithms: Proceedings of the International Conference in…

EditorDavid W. Pearson

Paperback | April 8, 2003

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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.
Title:Artificial Neural Nets and Genetic Algorithms: Proceedings of the International Conference in…Format:PaperbackDimensions:276 pages, 11.02 × 8.27 × 0 inPublished:April 8, 2003Publisher:Springer ViennaLanguage:English

The following ISBNs are associated with this title:

ISBN - 10:3211007431

ISBN - 13:9783211007433

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Table of Contents

Neural Network TheoryNeural Network ApplicationsGenetic Algorithm and Evolutionary Computation TheoryGenetic Algorithm and Evolutionary Computation ApplicationsFuzzy and Soft Computing TheoryFuzzy and Soft Computing Applications