Glowworm swarm optimization : theory, algorithms, and applications

This book provides a comprehensive account of the glowworm swarm optimization (GSO) algorithm, including details of the underlying ideas, theoretical foundations, algorithm development, various applications, and MATLAB programs for the basic GSO algorithm. It also discusses several research problems...

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Bibliographic Details
Main Authors Kaipa, Krishnanand N. (Author), Ghose, Debasish (Author)
Format Electronic eBook
LanguageEnglish
Published Cham, Switzerland : Springer, 2017.
SeriesStudies in computational intelligence ; v. 698.
Subjects
Swarm intelligence > Mathematics.
elektronické knihy
electronic books
Online AccessFull text
ISBN9783319515953
9783319515946
ISSN1860-949X ;
Physical Description1 online resource (xxvi, 248 pages) : illustrations

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TOC from ObalkyKnih.cz
Table of Contents:
  • Preface
  • Acknowledgements
  • 1 From Natural to Synthetic Swarms
  • 2 Glowworm Swarm Optimization: Algorithm Development
  • 3 Theoretical Foundations
  • 4 Multimodal Function Optimization
  • 5 Experiments using Physical Simulations and Real Robots
  • 6 Applications to Ubiquitous Computing Environments
  • 7 Pursuit of Multiple Mobile Signal Sources
  • 8 GSO Applications and Extensions.

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