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The Resource Artificial Neural Nets and Genetic Algorithms : Proceedings of the International Conference in Roanne, France, 2003, edited by David W. Pearson, Nigel C. Steele, Rudolf F. Albrecht

Artificial Neural Nets and Genetic Algorithms : Proceedings of the International Conference in Roanne, France, 2003, edited by David W. Pearson, Nigel C. Steele, Rudolf F. Albrecht

Label
Artificial Neural Nets and Genetic Algorithms : Proceedings of the International Conference in Roanne, France, 2003
Title
Artificial Neural Nets and Genetic Algorithms
Title remainder
Proceedings of the International Conference in Roanne, France, 2003
Statement of responsibility
edited by David W. Pearson, Nigel C. Steele, Rudolf F. Albrecht
Creator
Contributor
Subject
Language
eng
Summary
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
Member of
http://library.link/vocab/creatorName
Pearson, D. W.
Dewey number
006.3
Illustrations
illustrations
Index
no index present
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
http://library.link/vocab/relatedWorkOrContributorName
  • Steele, N. C.
  • Albrecht, Rudolf F
Series statement
Springer computer science
http://library.link/vocab/subjectName
  • Computer science
  • Artificial intelligence
  • Physics
  • Engineering
Label
Artificial Neural Nets and Genetic Algorithms : Proceedings of the International Conference in Roanne, France, 2003, edited by David W. Pearson, Nigel C. Steele, Rudolf F. Albrecht
Instantiates
Publication
Antecedent source
file reproduced from original
Bibliography note
Includes bibliographical references
Color
mixed
Contents
From the Table of Contents: Neural Network Theory -- Neural Network Applications -- Genetic Algorithm and Evolutionary Computation Theory -- Genetic Algorithm and Evolutionary Computation Applications -- Fuzzy and Soft Computing Theory -- Fuzzy and Soft Computing Applications
Control code
ocn851381268
Dimensions
unknown
Extent
1 online resource (x, 266 pages 226 illustrations)
File format
unknown
Form of item
online
Isbn
9783709106464
Level of compression
uncompressed
Note
SpringerLink
Quality assurance targets
unknown
Reformatting quality
access
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)851381268
Label
Artificial Neural Nets and Genetic Algorithms : Proceedings of the International Conference in Roanne, France, 2003, edited by David W. Pearson, Nigel C. Steele, Rudolf F. Albrecht
Publication
Antecedent source
file reproduced from original
Bibliography note
Includes bibliographical references
Color
mixed
Contents
From the Table of Contents: Neural Network Theory -- Neural Network Applications -- Genetic Algorithm and Evolutionary Computation Theory -- Genetic Algorithm and Evolutionary Computation Applications -- Fuzzy and Soft Computing Theory -- Fuzzy and Soft Computing Applications
Control code
ocn851381268
Dimensions
unknown
Extent
1 online resource (x, 266 pages 226 illustrations)
File format
unknown
Form of item
online
Isbn
9783709106464
Level of compression
uncompressed
Note
SpringerLink
Quality assurance targets
unknown
Reformatting quality
access
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)851381268

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