Theoretical Computer Science and General Issues

Advances in Swarm Intelligence

5th International Conference, ICSI 2014, Hefei, China, October 17-20, 2014, Proceedings, Part II

Editors: Tan, Ying, Shi, Yuhui, Coello Coello, Carlos A (Eds.)

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  • ISBN 978-3-319-11897-0
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About this book

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.

Table of contents (52 chapters)

  • Semi-supervised Ant Evolutionary Classification

    He, Ping (et al.)

    Pages 1-7

  • Evolutionary Ensemble Model for Breast Cancer Classification

    Janghel, R. R. (et al.)

    Pages 8-16

  • Empirical Analysis of Assessments Metrics for Multi-class Imbalance Learning on the Back-Propagation Context

    Sánchez-Crisostomo, Juan Pablo (et al.)

    Pages 17-23

  • A Novel Rough Set Reduct Algorithm to Feature Selection Based on Artificial Fish Swarm Algorithm

    Wang, Fei (et al.)

    Pages 24-33

  • Hand Gesture Shape Descriptor Based on Energy-Ratio and Normalized Fourier Transform Coefficients

    Tan, Wenjun (et al.)

    Pages 34-41

Buy this book

eBook $74.99
price for USA (gross)
  • ISBN 978-3-319-11897-0
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $95.00
price for USA
  • ISBN 978-3-319-11896-3
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Advances in Swarm Intelligence
Book Subtitle
5th International Conference, ICSI 2014, Hefei, China, October 17-20, 2014, Proceedings, Part II
Editors
  • Ying Tan
  • Yuhui Shi
  • Carlos A Coello Coello
Series Title
Theoretical Computer Science and General Issues
Series Volume
8795
Copyright
2014
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-11897-0
DOI
10.1007/978-3-319-11897-0
Softcover ISBN
978-3-319-11896-3
Edition Number
1
Number of Pages
XXIV, 466
Number of Illustrations and Tables
163 b/w illustrations
Topics