Advances in Swarm Intelligence

4th International Conference, ICSI 2013, Harbin, China, June 12-15, 2013, Proceedings, Part I

Ying Tan, Yuhui Shi, Hongwei Mo (Herausgeber)

Buch | Softcover
XXII, 576 Seiten
2013 | 2013
Springer Berlin (Verlag)
978-3-642-38702-9 (ISBN)
53,49 inkl. MwSt
This book and its companion volume, LNCS vols. 7928 and 7929 constitute the proceedings of the 4th International Conference on Swarm Intelligence, ICSI 2013, held in Harbin, China in June 2013. The 129 revised full papers presented were carefully reviewed and selected from 268 submissions. The papers are organized in 22 cohesive sections covering all major topics of swarm intelligence research and developments. The following topics are covered in this volume: analysis of swarm intelligence based algorithms, particle swarm optimization, applications of particle swarm optimization algorithms, ant colony optimization algorithms, biogeography-based optimization algorithms, novel swarm-based search methods, bee colony algorithms, differential evolution, neural networks, fuzzy methods, evolutionary programming and evolutionary games.

Analysis of Swarm Intelligence Based Algorithms.- Particle Swarm Optimization.- Applications of PSO Algorithms.- Ant Colony Optimization Algorithms.- Biogeography-Based Optimization Algorithms.- Novel Swarm-Based Search Methods.- Bee Colony Algorithms.- Differential Evolution.- Parameter Optimization.- Neural Networks.- Fuzzy Methods.- Evolutionary Programming and Evolutionary Games.

Erscheint lt. Verlag 22.5.2013
Reihe/Serie Lecture Notes in Computer Science
Theoretical Computer Science and General Issues
Zusatzinfo XXII, 576 p. 197 illus.
Verlagsort Berlin
Sprache englisch
Maße 155 x 235 mm
Gewicht 904 g
Themenwelt Informatik Theorie / Studium Algorithmen
Mathematik / Informatik Mathematik Wahrscheinlichkeit / Kombinatorik
Schlagworte Algorithm analysis and problem complexity • Applications • Design • Graphs • machine learning • optimization algorithms
ISBN-10 3-642-38702-0 / 3642387020
ISBN-13 978-3-642-38702-9 / 9783642387029
Zustand Neuware
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