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Více informací o knize Artificial Neural Nets and Genetic Algorithms

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Anotace knihy

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.

Parametry knihy

Zařazení knihy Knihy v angličtině Computing & information technology Computer science Mathematical theory of computation

• Plný název: Artificial Neural Nets and Genetic Algorithms
• Podnázev: Proceedings of the International Conference in Innsbruck, Austria, 1993
• Autor: Rudolf F. Albrecht, Colin R. Reeves, Nigel C. Steele
• Jazyk: Angličtina
• Vazba: Brožovaná
• Počet stran: 737
• EAN: 9783211824597
• ISBN: 3211824596
• ID: 06798914
• Nakladatelství: Springer Verlag GmbH
• Hmotnost: 1832 g
• Rozměry: 279 × 210 × 41 mm
• Datum vydání: 05. May 1993

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