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  • © 2004

Applications of Evolutionary Computing

EvoWorkshops 2004: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC, Coimbra, Portugal, April 5-7, 2004, Proceedings

Conference proceedings info: EvoWorkshops 2004.

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Table of contents (55 papers)

  1. Front Matter

  2. EvoBIO Contributions

    1. A Memetic Algorithm for Protein Structure Prediction in a 3D-Lattice HP Model

      • Andrea Bazzoli, Andrea G. B. Tettamanzi
      Pages 1-10
    2. An Improved Genetic Algorithm for the Sequencing by Hybridization Problem

      • Carlos A. Brizuela, Luis C. González, Heidi J. Romero
      Pages 11-20
    3. Evolving Regular Expression-Based Sequence Classifiers for Protein Nuclear Localisation

      • Amine Heddad, Markus Brameier, Robert M. MacCallum
      Pages 31-40
    4. Analysis of Proteomic Pattern Data for Cancer Detection

      • Kees Jong, Elena Marchiori, Aad van der Vaart
      Pages 41-51
    5. Self-Adaptive Scouting—Autonomous Experimentation for Systems Biology

      • Naoki Matsumaru, Florian Centler, Klaus-Peter Zauner, Peter Dittrich
      Pages 52-62
    6. Two-Step Genetic Programming for Optimization of RNA Common-Structure

      • Jin-Wu Nam, Je-Gun Joung, Y. S. Ahn, Byoung-Tak Zhang
      Pages 73-83
    7. Evolutionary Algorithms for Optimal Control in Fed-Batch Fermentation Processes

      • Miguel Rocha, José Neves, Isabel Rocha, Eugénio C. Ferreira
      Pages 84-93
    8. Iteratively Inferring Gene Regulatory Networks with Virtual Knockout Experiments

      • Christian Spieth, Felix Streichert, Nora Speer, Andreas Zell
      Pages 104-112
    9. Constructing Microbial Consortia with Minimal Growth Using a Genetic Algorithm

      • Frederik P. J. Vandecasteele, Thomas F. Hess, Ronald L. Crawford
      Pages 123-129
  3. EvoCOMNET Contributions

    1. 2-Objective Optimization of Cells Overlap and Geometry with Evolutionary Algorithms

      • Adel Jedidi, Alexandre Caminada, Gerd Finke
      Pages 130-139
    2. A Genetic Algorithm for Telecommunication Network Design

      • Silvana Livramento, Arnaldo V. Moura, Flávio K. Miyazawa, Mário M. Harada, Rogério A. Miranda
      Pages 140-149
    3. A Scenario-Based Approach to Protocol Design Using Evolutionary Techniques

      • Sérgio G. Araújo, Antônio C. Mesquita, Aloysio C. P. Pedroza
      Pages 178-187

Other Volumes

  1. Applications of Evolutionary Computing

    EvoWorkshops 2004: EvoBIO, EvoCOMNET, EvoHOT, EvoISAP, EvoMUSART, and EvoSTOC, Coimbra, Portugal, April 5-7, 2004. Proceedings

About this book

Evolutionary Computation (EC) deals with problem solving, optimization, and machine learning techniques inspired by principles of natural evolution and - netics. Just from this basic de?nition, it is clear that one of the main features of theresearchcommunityinvolvedinthestudyofitstheoryandinitsapplications is multidisciplinarity. For this reason, EC has been able to draw the attention of an ever-increasing number of researchers and practitioners in several ?elds. In its 6-year-long activity, EvoNet, the European Network of Excellence in Evolutionary Computing, has been the natural reference and incubator for that multifaceted community. EvoNet has provided logistic and material support for thosewhowerealreadyinvolvedinECbut,inthe?rstplace,ithashadacritical role in favoring the signi?cant growth of the EC community and its interactions with longer-established ones. The main instrument that has made this possible has been the series of events, ?rst organized in 1998, that have spanned over both theoretical and practical aspects of EC. Ever since 1999, the present format, in which the EvoWorkshops, a collection of workshops on the most application-oriented aspects of EC, act as satellites of a core event, has proven to be very successful and very representative of the multi-disciplinarity of EC. Up to 2003, the core was represented by EuroGP, the main European event dedicated to Genetic Programming. EuroGP has been joined as the main event in 2004 by EvoCOP, formerly part of EvoWorkshops, which has become the European Conference on Evolutionary Computation in Combinatorial Optimization.

Keywords

  • Algorithms
  • Augmented Reality
  • Hardware
  • algorithm
  • bioinformatics
  • evolution
  • evolutionary algorithm
  • evolutionary computation
  • image analysis
  • optimization

Editors and Affiliations

  • Institute of Computer Graphics and Algorithms, Vienna University of Technology, Vienna, Austria

    Günther R. Raidl

  • Dipartimento di Ingegneria dell’Informazione, Università di Parma,  

    Stefano Cagnoni

  • Institute AIFB, University of Karlsruhe, Karlsruhe, Germany

    Jürgen Branke

  • School of Mathematical and Computer Science, Heriot-Watt University, Edinburgh, UK

    David Wolfe Corne

  • Institute of Computer Science, University of Bremen, Bremen, Germany

    Rolf Drechsler

  • Honda Research Institute Europe GmbH, Offenbach/Main, Germany

    Yaochu Jin

  • Computing Laboratory, University of Kent, Canterbury, UK

    Colin G. Johnson

  • CISUC, Department of Informatics Engineering, University of Coimbra, Polo II of the University of Coimbra, Coimbra, Portugal

    Penousal Machado

  • ICIS, Radboud University Nijmegen, The Netherlands

    Elena Marchiori

  • Johannes Gutenberg University, Mainz, Germany

    Franz Rothlauf

  • School of Computing Sciences, UEA Norwich, University of East Anglia, Norwich, UK

    George D. Smith

  • Dipartimento di Automatica e Informatica, Politecnico di Torino, Italy

    Giovanni Squillero

Bibliographic Information

  • Book Title: Applications of Evolutionary Computing

  • Book Subtitle: EvoWorkshops 2004: EvoBIO, EvoCOMNET, EvoHOT, EvoIASP, EvoMUSART, and EvoSTOC, Coimbra, Portugal, April 5-7, 2004, Proceedings

  • Editors: Günther R. Raidl, Stefano Cagnoni, Jürgen Branke, David Wolfe Corne, Rolf Drechsler, Yaochu Jin, Colin G. Johnson, Penousal Machado, Elena Marchiori, Franz Rothlauf, George D. Smith, Giovanni Squillero

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/b96500

  • Publisher: Springer Berlin, Heidelberg

  • eBook Packages: Springer Book Archive

  • Copyright Information: Springer-Verlag Berlin Heidelberg 2004

  • Softcover ISBN: 978-3-540-21378-9

  • eBook ISBN: 978-3-540-24653-4

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XX, 568

  • Topics: Artificial Intelligence, Theory of Computation, Computer Hardware, Computer Communication Networks, Programming Techniques, Computer Vision

Buying options

eBook USD 109.00
Price excludes VAT (USA)
  • ISBN: 978-3-540-24653-4
  • Instant PDF download
  • Readable on all devices
  • Own it forever
  • Exclusive offer for individuals only
  • Tax calculation will be finalised during checkout
Softcover Book USD 139.00
Price excludes VAT (USA)