Artificial Evolution

10th International Conference, Evolution Artificielle, EA 2011, Angers, France, October 24-26, 2011, Revised Selected Papers

  • Jin-Kao Hao
  • Pierrick Legrand
  • Pierre Collet
  • Nicolas Monmarché
  • Evelyne Lutton
  • Marc Schoenauer
Conference proceedings EA 2011

DOI: 10.1007/978-3-642-35533-2

Part of the Lecture Notes in Computer Science book series (LNCS, volume 7401)

Table of contents (19 papers)

  1. Front Matter
  2. Ant Colony Optimization

  3. Multi-Objective Optimization

    1. A Surrogate-Based Intelligent Variation Operator for Multiobjective Optimization
      Alan Díaz-Manríquez, Gregorio Toscano-Pulido, Ricardo Landa-Becerra
      Pages 13-24
    2. The Relationship between the Covered Fraction, Completeness and Hypervolume Indicators
      Viviane Grunert da Fonseca, Carlos M. Fonseca
      Pages 25-36
  4. Analysis

    1. A Rigorous Runtime Analysis for Quasi-Random Restarts and Decreasing Stepsize
      Marc Schoenauer, Fabien Teytaud, Olivier Teytaud
      Pages 37-48
    2. Local Optima Networks with Escape Edges
      Sébastien Vérel, Fabio Daolio, Gabriela Ochoa, Marco Tomassini
      Pages 49-60
    3. Visual Analysis of Population Scatterplots
      Evelyne Lutton, Julie Foucquier, Nathalie Perrot, Jean Louchet, Jean-Daniel Fekete
      Pages 61-72
  5. Implementation and Robotics

    1. An On-Line On-Board Distributed Algorithm for Evolutionary Robotics
      Robert-Jan Huijsman, Evert Haasdijk, A. E. Eiben
      Pages 73-84
    2. Improving Performance via Population Growth and Local Search: The Case of the Artificial Bee Colony Algorithm
      Doğan Aydın, Tianjun Liao, Marco A. Montes de Oca, Thomas Stützle
      Pages 85-96
    3. Two Ports of a Full Evolutionary Algorithm onto GPGPU
      Ogier Maitre, Nicolas Lachiche, Pierre Collet
      Pages 97-108
  6. Combinatorial Optimization

    1. A Multilevel Tabu Search with Backtracking for Exploring Weak Schur Numbers
      Denis Robilliard, Cyril Fonlupt, Virginie Marion-Poty, Amine Boumaza
      Pages 109-119
    2. An Improved Memetic Algorithm for the Antibandwidth Problem
      Eduardo Rodriguez-Tello, Luis Carlos Betancourt
      Pages 121-132
  7. Learning and Parameter Tuning

    1. Adaptive Play in a Pollution Bargaining Game
      Vincent van der Goes
      Pages 133-144
  8. New Nature Inspired Models

    1. A Model Based on Biological Invasions for Island Evolutionary Algorithms
      Ivanoe De Falco, Antonio Della Cioppa, Domenico Maisto, Umberto Scafuri, Ernesto Tarantino
      Pages 157-168
    2. A Multi-objective Particle Swarm Optimizer Enhanced with a Differential Evolution Scheme
      Jorge Sebastian Hernández-Domínguez, Gregorio Toscano-Pulido, Carlos A. Coello Coello
      Pages 169-180
  9. Probabilistic Algorithms

    1. Evolution of Multisensory Integration in Large Neural Fields
      Benjamin Inden, Yaochu Jin, Robert Haschke, Helge Ritter
      Pages 181-192
  10. Theory and Evolutionary Search

  11. Applications

    1. Imperialist Competitive Algorithm for Dynamic Optimization of Economic Dispatch in Power Systems
      Robin Roche, Lhassane Idoumghar, Benjamin Blunier, Abdellatif Miraoui
      Pages 217-228

About these proceedings

Introduction

This book constitutes selected best papers from the 10th International Conference on Artificial Evolution, EA 2011, held in Angers, France, in October 2011.
Initially, 33 full papers and 10 post papers were carefully reviewed and selected from 64 submissions. This book presents the 19 best papers selected from these contributions. The papers are organized in topical sections on ant colony optimization; multi-objective optimization; analysis; implementation and robotics; combinatorial optimization; learning and parameter tuning; new nature inspired models; probabilistic algorithms; theory and evolutionary search; and applications.

Keywords

evolution strategies evolutionary algorithms local search particle swarm optimization population scatterplots

Editors and affiliations

  • Jin-Kao Hao
    • 1
  • Pierrick Legrand
    • 2
  • Pierre Collet
    • 3
  • Nicolas Monmarché
    • 4
  • Evelyne Lutton
    • 5
  • Marc Schoenauer
    • 6
  1. 1.LERIA, Laboratoire d’Etude et de echerche en Informatique d’AngersUniversité d’AngersAngers Cedex 01France
  2. 2.Equipe ALEA, INRIA Bordeaux sud-ouest, Institut de Mathématiques de Bordeaux (IMB), UMR CNRS 5251Université Bordeaux SegalenBordeauxFrance
  3. 3.Laboratoire des Sciences de l’Ingénieur, de l’Informatique et de l’Imagerie (ICUBE), Part d’innovationUniversity of StrasbourgIllkirch CedexFrance
  4. 4.Ecole Polytechnique de l’Université de Tours, Laboratoire d’Informatique de l’Université de ToursToursFrance
  5. 5.INRIA Saclay - Île-de-FranceOrsay CedexFrance
  6. 6.INRIA Saclay - Ile de France, Equipe TAO, LRI, Université Paris SudOrsay CedexFrance

Bibliographic information

  • Copyright Information Springer-Verlag Berlin Heidelberg 2012
  • Publisher Name Springer, Berlin, Heidelberg
  • eBook Packages Computer Science
  • Print ISBN 978-3-642-35532-5
  • Online ISBN 978-3-642-35533-2
  • Series Print ISSN 0302-9743
  • Series Online ISSN 1611-3349