Adaptive and Natural Computing Algorithms: Proceedings of the 7th International Conference in Coimbra, Portugal, March 21-23 2005
Bernadete Ribeiro, Rudolf F. Albrecht, Andrej Dobnikar, David W. Pearson, Nigel C. Steele
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.
Kategoriler:
Yıl:
2005
Baskı:
1
Yayımcı:
Springer
Dil:
english
Sayfalar:
560
ISBN 10:
3211249346
ISBN 13:
9783211249345
Dosya:
PDF, 47.97 MB
IPFS:
,
english, 2005