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Applications of Evolutionary Computing

EvoWorkshop 2003: EvoBIO, EvoCOP, EvoIASP, EvoMUSART, EvoROB, and EvoSTIM, Essex, UK, April 14-16, 2003, Proceedings

  • Conference proceedings
  • © 2003

Overview

Editors:
  1. Stefano Cagnoni

    1. Dept. of Computer Engineering, University of Parma, Parma, Italy

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  2. Colin G. Johnson

    1. Computing Laboratory, University of Kent, Kent, UK

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  3. Juan J. Romero Cardalda

    1. Dept. of Information and Communications Technologies Faculty of Computer Science, University of A Coruña, A Coruña, Spain

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  4. Elena Marchiori

    1. Dept. of Mathematics and Computer Science, Free University of Amsterdam, Amsterdam, The Netherlands

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  5. David W. Corne

    1. Schol of Systems Engineering, University of Reading, Reading, UK

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  6. Jean-Arcady Meyer

    1. AnimatLab, Paris, France

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  7. Jens Gottlieb

    1. SAP AG, Walldorf, Germany

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  8. Martin Middendorf

    1. Parallel Computing and Complex Systems Group, University of Leipzig, Leipzig, Germany

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  9. Agnès Guillot

    1. AnimatLab, Paris, France

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  10. Günther R. Raidl

    1. Algorithms and Data Structures Group Institute of Computer Graphics, Vienna University of Technology, Vienna, Austria

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  11. Emma Hart

    1. School of Computing, Napier University, Edinburgh, UK

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 2611)

Included in the following conference series:

Conference proceedings info: EvoWorkshops 2003.

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Table of contents (63 papers)

  1. Front Matter

    Pages I-XXI
    Download chapter PDF

  2. EvoBIO Contributions

    1. Artificial Immune System for Classification of Cancer

      • Shin Ando, Hitoshi Iba
      Pages 1-10

    2. Pattern Search in Molecules with FANS: Preliminary Results

      • Armando Blanco, David A. Pelta, Jose-L. Verdegay
      Pages 11-21

    3. Applying Memetic Algorithms to the Analysis of Microarray Data

      • Carlos Cotta, Alexandre Mendes, Vinícius Garcia, Paulo França, Pablo Moscato
      Pages 22-32

    4. Gene Network Reconstruction Using a Distributed Genetic Algorithm with a Backprop Local Search

      • Mark Cumiskey, John Levine, Douglas Armstrong
      Pages 33-43

    5. Promoter Prediction with a GP-Automaton

      • Daniel Howard, Karl Benson
      Pages 44-53

    6. Chromosomal Breakpoint Detection in Human Cancer

      • Kees Jong, Elena Marchiori, Aad van der Vaart, Bauke Ylstra, Marjan Weiss, Gerrit Meijer
      Pages 54-65

    7. Discovering Haplotypes in Linkage Disequilibrium Mapping with an Adaptive Genetic Algorithm

      • Laetitia Jourdan, Clarisse Dhaenens, El-Ghazali Talbi
      Pages 66-75

    8. Genetic Algorithms for Gene Expression Analysis

      • Ed Keedwell, Ajit Narayanan
      Pages 76-86

    9. Comparison of AdaBoost and Genetic Programming for Combining Neural Networks for Drug Discovery

      • W. B. Langdon, S. J. Barrett, B. F. Buxton
      Pages 87-98

    10. Cross Validation Consistency for the Assessment of Genetic Programming Results in Microarray Studies

      • Jason H. Moore
      Pages 99-106

    11. Algorithms for Identification Key Generation and Optimization with Application to Yeast Identification

      • Alan P. Reynolds, Jo L. Dicks, Ian N. Roberts, Jan-Jap Wesselink, Beatriz de la Iglesia, Vincent Robert et al.
      Pages 107-118

    12. Generalisation and Model Selection in Supervised Learning with Evolutionary Computation

      • Jem J. Rowland
      Pages 119-130

  3. EvoCOP Contributions

    1. Genetic Algorithms on NK-Landscapes: Effects of Selection, Drift, Mutation, and Recombination

      • Hernán E. Aguirre, Kiyoshi Tanaka
      Pages 131-142

    2. Multilevel Heuristic Algorithm for Graph Partitioning

      • Raul Baños, Consolación Gil, Julio Ortega, Francisco G. Montoya
      Pages 143-153

    3. Experimental Comparison of Two Evolutionary Algorithms for the Independent Set Problem

      • Pavel A. Borisovsky, Marina S. Zavolovskaya
      Pages 154-164

    4. New Ideas for Applying Ant Colony Optimization to the Probabilistic TSP

      • Jürgen Branke, Michael Guntsch
      Pages 165-175

    5. An Experimental Comparison of Two Different Encoding Schemes for the Location of Base Stations in Cellular Networks

      • Carlos A. Brizuela, Everardo Gutiérrez
      Pages 176-186

    6. Landscape State Machines: Tools for Evolutionary Algorithm Performance Analyses and Landscape/Algorithm Mapping

      • David Corne, Martin Oates, Douglas Kell
      Pages 187-198

    7. Constrained Coverage Optimisation for Mobile Cellular Networks

      • Lin Du, John Bigham
      Pages 199-210
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  1. Applications of Evolutionary Computing

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About this book

 

This book constitutes the joint refereed proceedings of six workshops, EvoWorkshops 2003, held together with EuroGP 2003 in Essex, UK in April 2003.

The 63 revised full papers presented were carefully reviewed and selected from a total of 109 submissions. In accordance with the six workshops covered , the papers are organized in topical sections on bioinformatics, combinatorial optimization, image analysis and signal processing, evolutionary music and art, evolutionary robotics, and scheduling and timetabling.

Editors and Affiliations

  • Dept. of Computer Engineering, University of Parma, Parma, Italy

    Stefano Cagnoni

  • Computing Laboratory, University of Kent, Kent, UK

    Colin G. Johnson

  • Dept. of Information and Communications Technologies Faculty of Computer Science, University of A Coruña, A Coruña, Spain

    Juan J. Romero Cardalda

  • Dept. of Mathematics and Computer Science, Free University of Amsterdam, Amsterdam, The Netherlands

    Elena Marchiori

  • Schol of Systems Engineering, University of Reading, Reading, UK

    David W. Corne

  • AnimatLab, Paris, France

    Jean-Arcady Meyer, Agnès Guillot

  • SAP AG, Walldorf, Germany

    Jens Gottlieb

  • Parallel Computing and Complex Systems Group, University of Leipzig, Leipzig, Germany

    Martin Middendorf

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

    Günther R. Raidl

  • School of Computing, Napier University, Edinburgh, UK

    Emma Hart

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