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Theoretical Computer Science and General Issues

Advances in Swarm Intelligence, Part I

Second International Conference, ICSI 2011, Chongqing, China, June 12-15, 2011, Proceedings, Part I

Editors: Tan, Y., Shi, Y., Chai, Y., Wang, G. (Eds.)

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About this book

The two-volume set (LNCS 6728 and 6729) constitutes the refereed proceedings of the International Conference on Swarm Intelligence, ICSI 2011, held in Chongqing, China, in June 2011. The 143 revised full papers presented were carefully reviewed and selected from 298 submissions. The papers are organized in topical sections on theoretical analysis of swarm intelligence algorithms, particle swarm optimization, applications of pso algorithms, ant colony optimization algorithms, bee colony algorithms, novel swarm-based optimization algorithms, artificial immune system, differential evolution, neural networks, genetic algorithms, evolutionary computation, fuzzy methods, and hybrid algorithms - for part I. Topics addressed in part II are such as multi-objective optimization algorithms, multi-robot, swarm-robot, and multi-agent systems, data mining methods, machine learning methods, feature selection algorithms, pattern recognition methods, intelligent control, other optimization algorithms and applications, data fusion and swarm intelligence, as well as fish school search - foundations and applications.

Table of contents (73 chapters)

Table of contents (73 chapters)
  • Particle Swarm Optimization: A Powerful Family of Stochastic Optimizers. Analysis, Design and Application to Inverse Modelling

    Pages 1-8

    Fernández-Martínez, Juan Luis (et al.)

  • Building Computational Models of Swarms from Simulated Positional Data

    Pages 9-18

    Dieck Kattas, Graciano (et al.)

  • Robustness and Stagnation of a Swarm in a Cooperative Object Recognition Task

    Pages 19-27

    King, David (et al.)

  • Enforced Mutation to Enhancing the Capability of Particle Swarm Optimization Algorithms

    Pages 28-37

    Chou, PenChen (et al.)

  • Normalized Population Diversity in Particle Swarm Optimization

    Pages 38-45

    Cheng, Shi (et al.)

Buy this book

eBook $109.00
price for USA in USD (gross)
  • ISBN 978-3-642-21515-5
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $149.00
price for USA in USD
  • ISBN 978-3-642-21514-8
  • Free shipping for individuals worldwide
  • Online orders shipping within 2-3 days.
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Bibliographic Information

Bibliographic Information
Book Title
Advances in Swarm Intelligence, Part I
Book Subtitle
Second International Conference, ICSI 2011, Chongqing, China, June 12-15, 2011, Proceedings, Part I
Editors
  • Ying Tan
  • Yuhui Shi
  • Yi Chai
  • Guoyin Wang
Series Title
Theoretical Computer Science and General Issues
Series Volume
6728
Copyright
2011
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer Berlin Heidelberg
eBook ISBN
978-3-642-21515-5
DOI
10.1007/978-3-642-21515-5
Softcover ISBN
978-3-642-21514-8
Edition Number
1
Number of Pages
XXVI, 639
Number of Illustrations
88 b/w illustrations, 125 illustrations in colour
Topics