Happy Holidays! Over 120,000 eBooks at just 19.99 each— Pick a favorite today

Fireworks Algorithm

A Novel Swarm Intelligence Optimization Method

Authors: Tan, Ying

  • Reviews the state-of-the-art of firework algorithms (FWA) as a novel explosive search way for optimization
  • Offers the key operators and characteristics as well as theoretical analyses of convergence and time-complexity of FWA through stochastic Markov process
  • Presents exhaustively the key recent research into varieties of improving versions of FWA so far
  • Enriches understanding of FWA by incorporating FWA with GPU, MOO, and combinatorial optimization
  • Covers many different applications including NMF, document clustering, pattern recognition, inversion problem, and swarm robotics
see more benefits

Buy this book

eBook 71,39 €
price for Spain (gross)
  • ISBN 978-3-662-46353-6
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 88,39 €
price for Spain (gross)
  • ISBN 978-3-662-46352-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 88,39 €
price for Spain (gross)
  • ISBN 978-3-662-51618-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
About this book

This book is devoted to the state-of-the-art in all aspects of fireworks algorithm (FWA), with particular emphasis on the efficient improved versions of FWA. It describes the most substantial theoretical analysis including basic principle and implementation of FWA and modeling and theoretical analysis of FWA. It covers exhaustively the key recent significant research into the improvements of FWA so far. In addition, the book describes a few advanced topics in the research of FWA, including multi-objective optimization (MOO), discrete FWA (DFWA) for combinatorial optimization, and GPU-based FWA for parallel implementation. In sequels, several successful applications of FWA on non-negative matrix factorization (NMF), text clustering, pattern recognition, and seismic inversion problem, and swarm robotics, are illustrated in details, which might shed new light on more real-world applications in future. Addressing a multidisciplinary topic, it will appeal to researchers and professionals in the areas of metahuristics, swarm intelligence, evolutionary computation, complex optimization solving, etc.

Table of contents (17 chapters)

Buy this book

eBook 71,39 €
price for Spain (gross)
  • ISBN 978-3-662-46353-6
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 88,39 €
price for Spain (gross)
  • ISBN 978-3-662-46352-9
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 88,39 €
price for Spain (gross)
  • ISBN 978-3-662-51618-8
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Fireworks Algorithm
Book Subtitle
A Novel Swarm Intelligence Optimization Method
Authors
Copyright
2015
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-662-46353-6
DOI
10.1007/978-3-662-46353-6
Hardcover ISBN
978-3-662-46352-9
Softcover ISBN
978-3-662-51618-8
Edition Number
1
Number of Pages
XXXIX, 323
Topics