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The Resource Artificial Neural Nets and Genetic Algorithms : Proceedings of the International Conference in Innsbruck, Austria, 1993, edited by Rudolf F. Albrecht, Colin R. Reeves, Nigel C. Steele

Artificial Neural Nets and Genetic Algorithms : Proceedings of the International Conference in Innsbruck, Austria, 1993, edited by Rudolf F. Albrecht, Colin R. Reeves, Nigel C. Steele

Label
Artificial Neural Nets and Genetic Algorithms : Proceedings of the International Conference in Innsbruck, Austria, 1993
Title
Artificial Neural Nets and Genetic Algorithms
Title remainder
Proceedings of the International Conference in Innsbruck, Austria, 1993
Statement of responsibility
edited by Rudolf F. Albrecht, Colin R. Reeves, Nigel C. Steele
Creator
Contributor
Subject
Language
eng
Summary
Artificial neural networks and genetic algorithms both are areas of research which have their origins in mathematical models constructed in order to gain understanding of important natural processes. By focussing on the process models rather than the processes themselves, significant new computational techniques have evolved which have found application in a large number of diverse fields. This diversity is reflected in the topics which are the subjects of contributions to this volume. There are contributions reporting theoretical developments in the design of neural networks, and in the management of their learning. In a number of contributions, applications to speech recognition tasks, control of industrial processes as well as to credit scoring, and so on, are reflected. Regarding genetic algorithms, several methodological papers consider how genetic algorithms can be improved using an experimental approach, as well as by hybridizing with other useful techniques such as tabu search. The closely related area of classifier systems also receives a significant amount of coverage, aiming at better ways for their implementation. Further, while there are many contributions which explore ways in which genetic algorithms can be applied to real problems, nearly all involve some understanding of the context in order to apply the genetic algorithm paradigm more successfully. That this can indeed be done is evidenced by the range of applications covered in this volume
http://library.link/vocab/creatorName
Albrecht, Rudolf F
Dewey number
006.3
Illustrations
illustrations
Index
no index present
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Reeves, Colin R
  • Steele, N. C.
http://library.link/vocab/subjectName
  • Computer science
  • Artificial intelligence
  • Computer vision
  • Optical pattern recognition
  • Algorithms
  • Distribution (Probability theory)
  • Statistics
Label
Artificial Neural Nets and Genetic Algorithms : Proceedings of the International Conference in Innsbruck, Austria, 1993, edited by Rudolf F. Albrecht, Colin R. Reeves, Nigel C. Steele
Instantiates
Publication
Antecedent source
file reproduced from original
Color
mixed
Contents
Workshop Summary -- Artificial Neural Networks -- Genetic Algoritms -- Artificial Neural Networks & Genetic Algorithms
Control code
ocn851371728
Dimensions
unknown
Extent
1 online resource (xiii, 737 pages 503 illustrations)
File format
unknown
Form of item
online
Isbn
9783709175330
Level of compression
uncompressed
Note
SpringerLink
Quality assurance targets
unknown
Reformatting quality
access
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)851371728
Label
Artificial Neural Nets and Genetic Algorithms : Proceedings of the International Conference in Innsbruck, Austria, 1993, edited by Rudolf F. Albrecht, Colin R. Reeves, Nigel C. Steele
Publication
Antecedent source
file reproduced from original
Color
mixed
Contents
Workshop Summary -- Artificial Neural Networks -- Genetic Algoritms -- Artificial Neural Networks & Genetic Algorithms
Control code
ocn851371728
Dimensions
unknown
Extent
1 online resource (xiii, 737 pages 503 illustrations)
File format
unknown
Form of item
online
Isbn
9783709175330
Level of compression
uncompressed
Note
SpringerLink
Quality assurance targets
unknown
Reformatting quality
access
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)851371728

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