Theoretical Computer Science and General Issues

Applications of Evolutionary Computation

EvoApplications 2010: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoMUSART, and EvoTRANSLOG, Istanbul, Turkey, April 7-9, 2010, Proceedings, Part II

Editors: Di Chio, C., Brabazon, A., Ebner, M., Farooq, M., Fink, A., Grahl, J., Greenfield, G., Machado, P., O'Neill, M., Tarantino, E., Urquhart, N. (Eds.)

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About this book

Evolutionary computation (EC) techniques are e?cient, nature-inspired me- ods based on the principles of natural evolution and genetics. Due to their - ciency and simple underlying principles, these methods can be used for a diverse rangeofactivitiesincludingproblemsolving,optimization,machinelearningand pattern recognition. A large and continuously increasing number of researchers and professionals make use of EC techniques in various application domains. This volume presents a careful selection of relevant EC examples combined with a thorough examination of the techniques used in EC. The papers in the volume illustrate the current state of the art in the application of EC and should help and inspire researchers and professionals to develop e?cient EC methods for design and problem solving. All papers in this book were presented during EvoApplications 2010, which included a range of events on application-oriented aspects of EC. Since 1998, EvoApplications — formerly known as EvoWorkshops — has provided a unique opportunity for EC researchers to meet and discuss application aspects of EC and has been an important link between EC research and its application in a variety of domains. During these 12 years, new events have arisen, some have disappeared,whileothershavematuredtobecomeconferencesoftheirown,such as EuroGP in 2000, EvoCOP in 2004, and EvoBIO in 2007. And from this year, EvoApplications has become a conference as well.

Table of contents (47 chapters)

  • Detection of DDoS Attacks via an Artificial Immune System-Inspired Multiobjective Evolutionary Algorithm

    Akyazı, Uğur (et al.)

    Pages 1-10

  • Performance Evaluation of an Artificial Neural Network-Based Adaptive Antenna Array System

    Al-Bajari, Muamar (et al.)

    Pages 11-20

  • Automatic Parameter Tuning with Metaheuristics of the AODV Routing Protocol for Vehicular Ad-Hoc Networks

    García-Nieto, José (et al.)

    Pages 21-30

  • WiMAX Network Planning Using Adaptive-Population-Size Genetic Algorithm

    Hu, Ting (et al.)

    Pages 31-40

  • Markov Chain Models for Genetic Algorithm Based Topology Control in MANETs

    Şahin, Cem Şafak (et al.)

    Pages 41-50

Buy this book

eBook $109.00
price for USA in USD (gross)
  • ISBN 978-3-642-12242-2
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $149.00
price for USA in USD
  • ISBN 978-3-642-12241-5
  • Free shipping for individuals worldwide
  • Online orders shipping within 2-3 days.
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Bibliographic Information

Bibliographic Information
Book Title
Applications of Evolutionary Computation
Book Subtitle
EvoApplications 2010: EvoCOMNET, EvoENVIRONMENT, EvoFIN, EvoMUSART, and EvoTRANSLOG, Istanbul, Turkey, April 7-9, 2010, Proceedings, Part II
Editors
  • Cecilia Di Chio
  • Anthony Brabazon
  • Marc Ebner
  • Muddassar Farooq
  • Andreas Fink
  • Jörn Grahl
  • Gary Greenfield
  • Penousal Machado
  • Michael O'Neill
  • Ernesto Tarantino
  • Neil Urquhart
Series Title
Theoretical Computer Science and General Issues
Series Volume
6025
Copyright
2010
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-12242-2
DOI
10.1007/978-3-642-12242-2
Softcover ISBN
978-3-642-12241-5
Edition Number
1
Number of Pages
XXXII, 476
Number of Illustrations and Tables
150 b/w illustrations
Topics