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Applications of Evolutionary Computing

EvoWorkshops 2002: EvoCOP, EvoIASP, EvoSTIM/EvoPLAN Kinsale, Ireland, April 3-4, 2002. Proceedings

  • Conference proceedings
  • © 2002

Overview

Editors:
  1. Stefano Cagnoni

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

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  2. Jens Gottlieb
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  3. Emma Hart
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  4. Martin Middendorf
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  5. Günther R. Raidl
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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 2279)

Included in the following conference series:

Conference proceedings info: EvoWorkshops 2002.

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Table of contents (33 papers)

  1. Front Matter

    Pages I-XIII
    Download chapter PDF

  2. EvoCOP Talks

    1. Hyperheuristics: A Tool for Rapid Prototyping in Scheduling and Optimisation

      • Peter Cowling, Graham Kendall, Eric Soubeiga
      Pages 1-10

    2. SavingsAnts for the Vehicle Routing Problem

      • Karl Doerner, Manfred Gronalt, Richard F. Hartl, Marc Reimann, Christine Strauss, Michael Stummer
      Pages 11-20

    3. Updating ACO Pheromones Using Stochastic Gradient Ascent and Cross-Entropy Methods

      • Marco Dorigo, Mark Zlochin, Nicolas Meuleau, Mauro Birattari
      Pages 21-30

    4. Non-parametric Estimation of Properties of Combinatorial Landscapes

      • Anton Eremeev, Colin R. Reeves
      Pages 31-40

    5. Performance of Evolutionary Approaches for Parallel Task Scheduling under Different Representations

      • Susana Esquivel, Claudia Gatica, Raúl Gallard
      Pages 41-50

    6. A Performance Comparison of Alternative Heuristics for the Flow Shop Scheduling Problem

      • Susana Esquivel, Guillermo Leguizamón, Federico Zuppa, Raúl Gallard
      Pages 51-60

    7. Exploiting Fitness Distance Correlation of Set Covering Problems

      • Markus Finger, Thomas Stützle, Helena Lourenço
      Pages 61-71

    8. A Population Based Approach for ACO

      • Michael Guntsch, Martin Middendorf
      Pages 72-81

    9. Comparing Classical Methods for Solving Binary Constraint Satisfaction Problems with State of the Art Evolutionary Computation

      • Jano I. van Hemert
      Pages 82-91

    10. Application of Genetic Algorithms in Nanoscience: Cluster Geometry Optimization

      • Roy L. Johnston, Thomas V. Mortimer-Jones, Christopher Roberts, Sarah Darby, Frederick R. Manby
      Pages 92-101

    11. A Memetic Algorithm for Vertex-Biconnectivity Augmentation

      • Sandor Kersting, Günther R. Raidl, Ivana Ljubić
      Pages 102-111

    12. Genetic, Iterated and Multistart Local Search for the Maximum Clique Problem

      • Elena Marchiori
      Pages 112-121

    13. An Experimental Investigation of Iterated Local Search for Coloring Graphs

      • Luis Paquete, Thomas Stützle
      Pages 122-131

    14. Solving Car Sequencing Problems by Local Optimization

      • Markus Puchta, Jens Gottlieb
      Pages 132-142

    15. Evolution Strategies, Network Random Keys, and the One-Max Tree Problem

      • Barbara Schindler, Franz Rothlauf, Hans-Josef Pesch
      Pages 143-152

    16. Evolutionary Computational Approaches to Solving the Multiple Traveling Salesman Problem Using a Neighborhood Attractor Schema

      • Donald Sofge, Alan Schultz, Kenneth De Jong
      Pages 153-162

    17. Boosting ACO with a Preprocessing Step

      • Christine Solnon
      Pages 163-172

    18. A Memetic Algorithm Guided by Quicksortfor the Error-Correcting Graph Isomorphism Problem

      • Rodolfo Torres-Velázquez, Vladimir Estivill-Castro
      Pages 173-182

  3. EvoIASP Talks

    1. Evolutionary Techniques for Minimizing Test Signals Application Time

      • Fulvio Corno, Matteo Sonza Reorda, Giovanni Squillero
      Pages 183-189
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  1. Applications of Evolutionary Computing

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About this book

This book constitutes the refereed proceedings of three workshops on the application of evolutionary programming and algorithms in various domains; these workshops were held in conjunction with the 5th European Conference on Genetic Programming, EuroGP 2002, in Kinsale, Ireland, in April 2002.
The 33 revised full papers presented were carefully reviewed and selected by the respective program committees. In accordance with the three workshops EvoCOP, EvoIASP, and EvoSTIM/EvoPLAN, the papers are organized in topical sections on combinatorial optimization problems; image analysis and signal processing; and scheduling, timetabling, and AI planning.

Editors and Affiliations

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

    Stefano Cagnoni

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