
Artificial Neural Nets and Genetic Algorithms
Proceedings of the International Conference in Innsbruck, Austria, 1993
Springer (Publisher)
Published on 5. May 1993
Book
Paperback/Softback
XIII, 737 pages
978-3-211-82459-7 (ISBN)
Description
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.
More details
Language
English
Place of publication
Vienna
Austria
Publishing group
Springer Wien
Target group
Professional and scholarly
Research
Illustrations
403 s/w Abbildungen
XIII, 737 p. 403 illus.
Dimensions
Height: 279 mm
Width: 210 mm
Thickness: 41 mm
Weight
1807 gr
ISBN-13
978-3-211-82459-7 (9783211824597)
DOI
10.1007/978-3-7091-7533-0
Schweitzer Classification
Other editions
Additional editions

Rudolf F. Albrecht | Colin R. Reeves | Nigel C. Steele
Artificial Neural Nets and Genetic Algorithms
Proceedings of the International Conference in Innsbruck, Austria, 1993
E-Book
12/2012
Springer
€53.49
Available for download
Content
Workshop Summary.- Artificial Neural Networks.- Genetic Algoritms.- Artificial Neural Networks & Genetic Algorithms.