Advances in Swarm Intelligence

This book and its companion volume, LNCS vols. 6145 and 6146, constitute the proceedings of the International Conference on Swarm Intelligence (ICSI 2010) held in Beijing, the capital of China, during June 12-15, 2010. ICSI 2010 was the ?rst gathering in the world for researchers working on all aspects of swarm intelligence, and providedan academic forum for the participants to disseminate theirnewresearch?ndingsanddiscussemergingareasofresearch.Italsocreated a stimulating environment for the participants to interact and exchange inf- mation on future challenges and opportunities of swarm intelligence research. ICSI 2010 received 394 submissions from about 1241 authors in 22 countries and regions (Australia, Belgium, Brazil, Canada, China, Cyprus, Hong Kong, Hungary, India, Islamic Republic of Iran, Japan, Jordan, Republic of Korea, Malaysia, Mexico, Norway, Pakistan, South Africa, Chinese Taiwan, UK, USA, Vietnam) across six continents (Asia, Europe, North America, South America, Africa, and Oceania). Each submission was reviewed by at least three reviewers. Based on rigorous reviews by the Program Committee members and reviewers, 185 high-quality papers were selected for publication in the proceedings with the acceptance rate of 46.9%. The papers are organized in 25 cohesive sections covering all major topics of swarm intelligence research and development.

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Klappentext

The books (LNCS 6145 and 6146) constitute the refereed proceedings of the International Conference on Swarm Intelligence, ICSI 2010, held in Beijing, China, in June 2010. The 185 revised full papers presented were carefully reviewed and selected from 394 submissions. The papers are organized in topical sections on theoretical analysis of swarm intelligence algorithms, PSO algorithms, applications of PSO algorithms, ACO algorithms, applications of ACO algorithms, artificial immune system, novel swarm-based optimization algorithms, genetic algorithms, evolutionary computation, hybrid algorithms, multi-objective optimization algorithms, multi-robot systems, multi-agent based complex systems (part I) and fuzzy methods, applications of computational intelligence algorithms, signal processing and information security, information processing system, intelligent control, classifier systems, machine learning methods, other optimization algorithms, data mining methods, intelligent computing methods and applications, data mining algorithms and applications, other applications (part II).

Inhalt
Fuzzy Methods.- Applications of Computational Intelligence Algorithms.- Signal Processing and Information Security.- Information Processing System.- Intelligent Control.- Classifier Systems.- Machine Learning Methods.- Other Optimization Algorithms.- Data Mining Methods.- Intelligent Computing Methods and Applications.- Data Mining Algorithms and Applications.- Other Applications.