Studies in Computational Intelligence

Evolutionary and Swarm Intelligence Algorithms

Editors: Bansal, Jagdish Chand, Singh, Pramod Kumar, Pal, Nikhil R. (Eds.)

  • Presents recent research in evolutionary algorithms
  • Includes state-of-the-art research in swarm intelligence
  • Written by experts in the field
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eBook 101,14 €
price for India (gross)
  • ISBN 978-3-319-91341-4
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 119,99 €
price for India (gross)
  • ISBN 978-3-319-91339-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
About this book

This book is a delight for academics, researchers and professionals working in evolutionary and swarm computing, computational intelligence, machine learning and engineering design, as well as search and optimization in general. It provides an introduction to the design and development of a number of popular and recent swarm and evolutionary algorithms with a focus on their applications in engineering problems in diverse domains. The topics discussed include particle swarm optimization, the artificial bee colony algorithm, Spider Monkey optimization algorithm, genetic algorithms, constrained multi-objective evolutionary algorithms, genetic programming, and evolutionary fuzzy systems. A friendly and informative treatment of the topics makes this book an ideal reference for beginners and those with experience alike.

Table of contents (9 chapters)

  • Swarm and Evolutionary Computation

    Bansal, Jagdish Chand (et al.)

    Pages 1-9

  • Particle Swarm Optimization

    Bansal, Jagdish Chand

    Pages 11-23

  • Artificial Bee Colony Algorithm Variants and Its Application to Colormap Quantization

    Akay, Bahriye (et al.)

    Pages 25-41

  • Spider Monkey Optimization Algorithm

    Sharma, Harish (et al.)

    Pages 43-59

  • Genetic Algorithm and Its Advances in Embracing Memetics

    Feng, Liang (et al.)

    Pages 61-84

Buy this book

eBook 101,14 €
price for India (gross)
  • ISBN 978-3-319-91341-4
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 119,99 €
price for India (gross)
  • ISBN 978-3-319-91339-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Evolutionary and Swarm Intelligence Algorithms
Editors
  • Jagdish Chand Bansal
  • Pramod Kumar Singh
  • Nikhil R. Pal
Series Title
Studies in Computational Intelligence
Series Volume
779
Copyright
2019
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing AG, part of Springer Nature
eBook ISBN
978-3-319-91341-4
DOI
10.1007/978-3-319-91341-4
Hardcover ISBN
978-3-319-91339-1
Series ISSN
1860-949X
Edition Number
1
Number of Pages
X, 190
Number of Illustrations and Tables
36 b/w illustrations, 21 illustrations in colour
Topics