Studies in Computational Intelligence

Recent Advances in Swarm Intelligence and Evolutionary Computation

Editors: Yang, Xin-She (Ed.)

Free Preview
  • Provides a timely review and summary about the latest developments of swarm intelligence and evolutionary computation and their diverse applications
  • Reviews both theoretical studies and applications with focus on the diverse applications and detailed descriptions of algorithms and backgrounds
  • Interesting for researchers and lecturers in many disciplines
see more benefits

Buy this book

eBook $89.00
price for USA in USD
  • ISBN 978-3-319-13826-8
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $159.99
price for USA in USD
  • ISBN 978-3-319-13825-1
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions & severe weather in the US may cause delays
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
Softcover $119.99
price for USA in USD
  • Customers within the U.S. and Canada please contact Customer Service at +1-800-777-4643, Latin America please contact us at +1-212-460-1500 (24 hours a day, 7 days a week). Pre-ordered printed titles are excluded from promotions.
  • Due: November 11, 2016
  • ISBN 978-3-319-35681-5
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions & severe weather in the US may cause delays
About this book

This timely review volume summarizes the state-of-the-art developments in nature-inspired algorithms and applications with the emphasis on swarm intelligence and bio-inspired computation. Topics include the analysis and overview of swarm intelligence and evolutionary computation, hybrid metaheuristic algorithms, bat algorithm, discrete cuckoo search, firefly algorithm, particle swarm optimization, and harmony search as well as convergent hybridization. Application case studies have focused on the dehydration of fruits and vegetables by the firefly algorithm and goal programming, feature selection by the binary flower pollination algorithm, job shop scheduling, single row facility layout optimization, training of feed-forward neural networks, damage and stiffness identification, synthesis of cross-ambiguity functions by the bat algorithm, web document clustering, truss analysis, water distribution networks, sustainable building designs and others.

As a timely review, this book can serve as an ideal reference for graduates, lecturers, engineers and researchers in computer science, evolutionary computing, artificial intelligence, machine learning, computational intelligence, data mining, engineering optimization and designs.

Table of contents (15 chapters)

Table of contents (15 chapters)
  • Swarm Intelligence and Evolutionary Computation: Overview and Analysis

    Pages 1-23

    Yang, Xin-She (et al.)

  • Globally Convergent Hybridization of Particle Swarm Optimization Using Line Search-Based Derivative-Free Techniques

    Pages 25-47

    Serani, A. (et al.)

  • Fireflies in the Fruits and Vegetables: Combining the Firefly Algorithm with Goal Programming for Setting Optimal Osmotic Dehydration Parameters of Produce

    Pages 49-69

    Imanirad, Raha (et al.)

  • Hybrid Metaheuristic Algorithms: Past, Present, and Future

    Pages 71-83

    Ting, T. O. (et al.)

  • Binary Flower Pollination Algorithm and Its Application to Feature Selection

    Pages 85-100

    Rodrigues, Douglas (et al.)

Buy this book

eBook $89.00
price for USA in USD
  • ISBN 978-3-319-13826-8
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover $159.99
price for USA in USD
  • ISBN 978-3-319-13825-1
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions & severe weather in the US may cause delays
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
Softcover $119.99
price for USA in USD
  • Customers within the U.S. and Canada please contact Customer Service at +1-800-777-4643, Latin America please contact us at +1-212-460-1500 (24 hours a day, 7 days a week). Pre-ordered printed titles are excluded from promotions.
  • Due: November 11, 2016
  • ISBN 978-3-319-35681-5
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions & severe weather in the US may cause delays
Loading...

Recommended for you

Loading...

Bibliographic Information

Bibliographic Information
Book Title
Recent Advances in Swarm Intelligence and Evolutionary Computation
Editors
  • Xin-She Yang
Series Title
Studies in Computational Intelligence
Series Volume
585
Copyright
2015
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-13826-8
DOI
10.1007/978-3-319-13826-8
Hardcover ISBN
978-3-319-13825-1
Softcover ISBN
978-3-319-35681-5
Series ISSN
1860-949X
Edition Number
1
Number of Pages
XI, 300
Number of Illustrations
79 b/w illustrations, 15 illustrations in colour
Topics