Theoretical Computer Science and General Issues

Applications of Evolutionary Computation

18th European Conference, EvoApplications 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings

Editors: Mora, Antonio M., Squillero, Giovanni (Eds.)

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About this book

This book constitutes the refereed conference proceedings of the 18th International Conference on the Applications of Evolutionary Computation, EvoApplications 2015, held in Copenhagen, Spain, in April 2015, colocated with the Evo 2015 events EuroGP, EvoCOP, and EvoMUSART. The 72 revised full papers presented were carefully reviewed and selected from 125 submissions. EvoApplications 2015 consisted of the following 13 tracks: EvoBIO (evolutionary computation, machine learning and data mining in computational biology), EvoCOMNET (nature-inspired techniques for telecommunication networks and other parallel and distributed systems), EvoCOMPLEX (evolutionary algorithms and complex systems), EvoENERGY (evolutionary computation in energy applications), EvoFIN (evolutionary and natural computation in finance and economics), EvoGAMES (bio-inspired algorithms in games), EvoIASP (evolutionary computation in image analysis, signal processing, and pattern recognition), EvoINDUSTRY (nature-inspired techniques in industrial settings), EvoNUM (bio-inspired algorithms for continuous parameter optimization), EvoPAR (parallel implementation of evolutionary algorithms), EvoRISK (computational intelligence for risk management, security and defence applications), EvoROBOT (evolutionary computation in robotics), and EvoSTOC (evolutionary algorithms in stochastic and dynamic environments).

Table of contents (72 chapters)

Table of contents (72 chapters)
  • Heat Map Based Feature Selection: A Case Study for Ovarian Cancer

    Pages 3-13

    Huertas, Carlos (et al.)

  • A Novel Multi-objectivisation Approach for Optimising the Protein Inverse Folding Problem

    Pages 14-25

    Nielsen, Sune S. (et al.)

  • Black Holes and Revelations: Using Evolutionary Algorithms to Uncover Vulnerabilities in Disruption-Tolerant Networks

    Pages 29-41

    Bucur, Doina (et al.)

  • A Novel Grouping Genetic Algorithm for Assigning Resources to Users in WCDMA Networks

    Pages 42-53

    Cuadra, L. (et al.)

  • Combining Ensemble of Classifiers by Using Genetic Programming for Cyber Security Applications

    Pages 54-66

    Folino, Gianluigi (et al.)

Buy this book

eBook $109.00
price for USA in USD
  • ISBN 978-3-319-16549-3
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $149.99
price for USA in USD
  • ISBN 978-3-319-16548-6
  • Free shipping for individuals worldwide
  • Institutional customers should get in touch with their account manager
  • Covid-19 shipping restrictions
  • Usually ready to be dispatched within 3 to 5 business days, if in stock
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Bibliographic Information

Bibliographic Information
Book Title
Applications of Evolutionary Computation
Book Subtitle
18th European Conference, EvoApplications 2015, Copenhagen, Denmark, April 8-10, 2015, Proceedings
Editors
  • Antonio M. Mora
  • Giovanni Squillero
Series Title
Theoretical Computer Science and General Issues
Series Volume
9028
Copyright
2015
Publisher
Springer International Publishing
Copyright Holder
Springer International Publishing Switzerland
eBook ISBN
978-3-319-16549-3
DOI
10.1007/978-3-319-16549-3
Softcover ISBN
978-3-319-16548-6
Edition Number
1
Number of Pages
XXVII, 913
Number of Illustrations
304 b/w illustrations
Topics