Theoretical Computer Science and General Issues

Applications of Evolutionary Computing

Evoworkshops: EvoBIO, EvoCOMNET, EvoHot, EvoIASP, EvoMUSART, and EvoSTOC

Editors: Rothlauf, F., Branke, J., Cagnoni, S., Corne, D.W., Drechsler, R., Jin, Y., Machado, P., Marchiori, E., Romero, J., Smith, G.D., Squillero, G. (Eds.)

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About this book

Evolutionary computation (EC) techniques are e?cient nature-inspired pl- ning and optimization methods based on the principles of natural evolution and genetics. Due to their e?ciency and the simple underlying principles, these methods can be used for a large number of problems in the context of problem solving,optimization,andmachinelearning. Alargeandcontinuouslyincreasing number of researchers and practitioners make use of EC techniques in many - plication domains. The book at hand presents a careful selection of relevant EC applications combined with thorough examinations of techniques for a successful application of EC. The presented papers illustrate the current state of the art in the application of EC and should help and inspire researchers and practitioners to develop e?cient EC methods for design and problem solving. All papers in this book were presented during EvoWorkshops 2005, which was a varying collection of workshops on application-oriented aspects of EC. Since 1999, the format of the EvoWorkshops has proved to be very successful and well representative of the advances in the application of EC. Consequently, over the last few years, EvoWorkshops has become one of the major events addressing the application of EC. In contrast to other large conferences in the EC ?eld, the EvoWorkshops focus solely on application aspects of EC and are an important link between EC research and the application of EC in a large variety of di?erent domains.

Table of contents (66 chapters)

  • Evolutionary Biclustering of Microarray Data

    Aguilar–Ruiz, Jesus S. (et al.)

    Pages 1-10

  • A Fuzzy Viterbi Algorithm for Improved Sequence Alignment and Searching of Proteins

    Bidargaddi, N. P. (et al.)

    Pages 11-21

  • Tabu Search Method for Determining Sequences of Amino Acids in Long Polypeptides

    Błażewicz, Jacek (et al.)

    Pages 22-32

  • Order Preserving Clustering over Multiple Time Course Experiments

    Bleuler, Stefan (et al.)

    Pages 33-43

  • Can Neural Network Constraints in GP Provide Power to Detect Genes Associated with Human Disease?

    Bush, William S. (et al.)

    Pages 44-53

Buy this book

eBook £86.00
price for United Kingdom (gross)
  • ISBN 978-3-540-32003-6
  • Digitally watermarked, DRM-free
  • Included format: PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Softcover £108.00
price for United Kingdom (gross)
  • ISBN 978-3-540-25396-9
  • 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 Computing
Book Subtitle
Evoworkshops: EvoBIO, EvoCOMNET, EvoHot, EvoIASP, EvoMUSART, and EvoSTOC
Editors
  • Franz Rothlauf
  • Jürgen Branke
  • Stefano Cagnoni
  • David W. Corne
  • Rolf Drechsler
  • Yaochu Jin
  • Penousal Machado
  • Elena Marchiori
  • Juan Romero
  • George D. Smith
  • Giovanni Squillero
Series Title
Theoretical Computer Science and General Issues
Series Volume
3449
Copyright
2005
Publisher
Springer-Verlag Berlin Heidelberg
Copyright Holder
Springer-Verlag Berlin Heidelberg
eBook ISBN
978-3-540-32003-6
DOI
10.1007/b106856
Softcover ISBN
978-3-540-25396-9
Edition Number
1
Number of Pages
XX, 631
Topics