Theoretical Computer Science and General Issues

Advances in Swarm Intelligence

11th International Conference, ICSI 2020, Belgrade, Serbia, July 14–20, 2020, Proceedings

Editors: Tan, Ying, Shi, Yuhui, Tuba, Milan (Eds.)

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  • ISBN 978-3-030-53956-6
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About this book

This book constitutes the proceedings of the 11th International Conference on Advances in Swarm Intelligence, ICSI 2020, held in July 2020 in Belgrade, Serbia. Due to the COVID-19 pandemic the conference was held virtually. The 63 papers included in this volume were carefully reviewed and selected from 127 submissions. The papers are organized in 12 cohesive topical sections as follows: Swarm intelligence and nature-inspired computing; swarm-based computing algorithms for optimization; particle swarm optimization; ant colony optimization; brain storm optimization algorithm; bacterial foraging optimization; genetic algorithm and evolutionary computation; multi-objective optimization; machine learning; data mining; multi-agent system and robotic swarm, and other applications.


Table of contents (64 chapters)

Table of contents (64 chapters)
  • Swarm Intelligence in Data Science: Applications, Opportunities and Challenges

    Pages 3-14

    Yang, Jian (et al.)

  • Synchronized Swarm Operation

    Pages 15-24

    Larkin, Eugene (et al.)

  • Prediction of Photovoltaic Power Using Nature-Inspired Computing

    Pages 25-36

    Sumega, Miroslav (et al.)

  • A Two-Step Approach to the Search of Minimum Energy Designs via Swarm Intelligence

    Pages 37-45

    Phoa, Frederick Kin Hing (et al.)

  • On Assessing the Temporal Characteristics of Reaching the Milestone by a Swarm

    Pages 46-55

    Larkin, Eugene (et al.)

Buy this book

eBook $79.99
price for USA in USD
  • ISBN 978-3-030-53956-6
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $99.99
price for USA in USD
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Bibliographic Information

Bibliographic Information
Book Title
Advances in Swarm Intelligence
Book Subtitle
11th International Conference, ICSI 2020, Belgrade, Serbia, July 14–20, 2020, Proceedings
Editors
  • Ying Tan
  • Yuhui Shi
  • Milan Tuba
Series Title
Theoretical Computer Science and General Issues
Series Volume
12145
Copyright
2020
Publisher
Springer International Publishing
Copyright Holder
Springer Nature Switzerland AG
eBook ISBN
978-3-030-53956-6
DOI
10.1007/978-3-030-53956-6
Softcover ISBN
978-3-030-53955-9
Edition Number
1
Number of Pages
XVII, 689
Number of Illustrations
83 b/w illustrations, 162 illustrations in colour
Topics