Artificial Neural Nets and Genetic Algorithms : Proceedings of the International Conference in Innsbruck, Austria, 1993

Language: English

Published by Springer, 1993

3211824596 / 9783211824597

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Druck auf Anfrage Neuware - Printed after ordering - 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.

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Title
Artificial Neural Nets and Genetic Algorithms : Proceedings of the International Conference in Innsbruck, Austria, 1993
Author
Rudolf F. Albrecht
Publisher
Springer
Publication year
1993
Condition
Neu
Binding
Taschenbuch
Language
English
ISBN 10
3211824596
ISBN 13
9783211824597
Item weight
1,807 grams
Dimensions
279x210x41 mm

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