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Adaptive and Natural Computing Algorithms

Name: Adaptive and Natural Computing Algorithms
Brand: Springer Verlag GmbH
SKU: 01464067
Price: 79260 HUF
Availability: InStock
Author: Bernadete Ribeiro
ISBN: 9783211249345

Proceedings of the International Conference in Coimbra, Portugal, 2005

Language

English

Book Paperback

Libristo code: 01464067

Publishers Springer Verlag GmbH, March 2005

The papers in this volume present theoretical insights and report practical applications both for ne... Full description

Libristo code: 01464067

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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.