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Adaptive and Natural Computing Algorithms

Adaptive and Natural Computing Algorithms

Proceedings of the International Conference in Coimbra, Portugal, 2005

by Andrej DobnikarBernadete Ribeiro Rudolf F. Albrecht and others
Paperback
Publication Date: 08/03/2005

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The papers in this volume present theoretical insights and report practical applications both for neural networks, genetic algorithms and evolutionary computation. In the field of natural computing, swarm optimization, bioinformatics and computational biology contributions are no less compelling. A wide selection of contributions report applications of neural networks to process engineering, robotics and control. Contributions also abound in the field of evolutionary computation particularly in combinatorial and optimization problems. Many papers are dedicated to machine learning and heuristics, hybrid intelligent systems and soft computing applications. Some papers are devoted to quantum computation. In addition, kernel based algorithms, able to solve tasks other than classification, represent a revolution in pattern recognition bridging existing gaps. Further topics are intelligent signal processing and computer vision.
ISBN:
9783211249345
9783211249345
Category:
Artificial intelligence
Format:
Paperback
Publication Date:
08-03-2005
Language:
English
Publisher:
Springer Verlag GmbH
Country of origin:
Austria
Pages:
545
Dimensions (mm):
280x210x29mm
Weight:
1.41kg

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