Theoretical Computer Science and General Issues

Applications of Evolutionary Computation

EvoApplications 2010: EvoCOMPLEX, EvoGAMES, EvoIASP, EvoINTELLIGENCE, EvoNUM, and EvoSTOC, Istanbul, Turkey, April 7-9, 2010, Proceedings, Part I

Editors: Di Chio, C., Cagnoni, S., Cotta, C., Ebner, M., Ekart, A., Esparcia-Alcázar, A.I., Goh, C.-K., Merelo, J.J., Neri, F., Preuss, M., Togelius, J., Yannakakis, G.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 (62 chapters)

Table of contents (62 chapters)
  • Coevolutionary Dynamics of Interacting Species

    Pages 1-10

    Ebner, Marc (et al.)

  • Evolving Individual Behavior in a Multi-agent Traffic Simulator

    Pages 11-20

    Sanchez, Ernesto (et al.)

  • On Modeling and Evolutionary Optimization of Nonlinearly Coupled Pedestrian Interactions

    Pages 21-30

    Shukla, Pradyumn Kumar

  • Revising the Trade-off between the Number of Agents and Agent Intelligence

    Pages 31-40

    Komann, Marcus (et al.)

  • Sexual Recombination in Self-Organizing Interaction Networks

    Pages 41-50

    Payne, Joshua L. (et al.)

Buy this book

eBook $129.00
price for USA in USD (gross)
  • ISBN 978-3-642-12239-2
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover $169.00
price for USA in USD
  • ISBN 978-3-642-12238-5
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
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Bibliographic Information

Bibliographic Information
Book Title
Applications of Evolutionary Computation
Book Subtitle
EvoApplications 2010: EvoCOMPLEX, EvoGAMES, EvoIASP, EvoINTELLIGENCE, EvoNUM, and EvoSTOC, Istanbul, Turkey, April 7-9, 2010, Proceedings, Part I
Editors
  • Cecilia Di Chio
  • Stefano Cagnoni
  • Carlos Cotta
  • Marc Ebner
  • Aniko Ekart
  • Anna I. Esparcia-Alcázar
  • Chi-Keong Goh
  • Juan J. Merelo
  • Ferrante Neri
  • Mike Preuss
  • Julian Togelius
  • Georgios N. Yannakakis
Series Title
Theoretical Computer Science and General Issues
Series Volume
6024
Copyright
2010
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-642-12239-2
DOI
10.1007/978-3-642-12239-2
Softcover ISBN
978-3-642-12238-5
Edition Number
1
Number of Pages
XXXII, 616
Number of Illustrations
231 b/w illustrations
Topics