Advances in Swarm Intelligence
5th International Conference, ICSI 2014, Hefei, China, October 17-20, 2014, Proceedings, Part I
Published on 23. September 2014
Book
Paperback/Softback
XXIV, 510 pages
978-3-319-11856-7 (ISBN)
Description
This book and its companion volume, LNCS vol. 8794 and 8795 constitute the proceedings of the 5th International Conference on Swarm Intelligence, ICSI 2014, held in Hefei, China in October 2014. The 107 revised full papers presented were carefully reviewed and selected from 198 submissions. The papers are organized in 18 cohesive sections, 3 special sessions and one competitive session covering all major topics of swarm intelligence research and development such as novel swarm-based search methods; novel optimization algorithm; particle swarm optimization; ant colony optimization for travelling salesman problem; artificial bee colony algorithms; artificial immune system; evolutionary algorithms; neural networks and fuzzy methods; hybrid methods; multi-objective optimization; multi-agent systems; evolutionary clustering algorithms; classification methods; GPU-based methods; scheduling and path planning; wireless sensor networks; power system optimization; swarm intelligence in image and video processing; applications of swarm intelligence to management problems; swarm intelligence for real-world application.
More details
Series
Edition
2014 ed.
Language
English
Place of publication
Cham
Switzerland
Publishing group
Springer International Publishing
Target group
Professional and scholarly
Research
Illustrations
162 s/w Abbildungen
XXIV, 510 p. 162 illus.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 29 mm
Weight
803 gr
ISBN-13
978-3-319-11856-7 (9783319118567)
DOI
10.1007/978-3-319-11857-4
Schweitzer Classification
Other editions
Additional editions
Ying Tan | Yuhui Shi | Carlos Coello Coello
Advances in Swarm Intelligence
5th International Conference, ICSI 2014, Hefei, China, October 17-20, 2014, Proceedings, Part I
E-Book
09/2014
Springer
€53.49
Available for download
Content
Novel swarm-based search methods.- Novel optimization algorithm.- Particle swarm optimization.- Ant colony optimization for travelling salesman problem.- Artificial bee colony algorithms.- Artificial immune system.- Evolutionary algorithms.- Neural networks and fuzzy methods.- Hybrid methods.- Multi-objective optimization.- Multi-agent systems.- Evolutionary clustering algorithms.- Classification methods.- GPU-based methods.- Scheduling and path planning.- Wireless sensor networks.- Power system optimization.- Swarm intelligence in image and video processing.- Applications of swarm intelligence to management problems.- Swarm intelligence for real-world application.