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Artificial Evolution

12th International Conference, Evolution Artificielle, EA 2015, Lyon, France, October 26-28, 2015. Revised Selected Papers

  • Conference proceedings
  • © 2016

Overview

Editors:
  1. Stéphane Bonnevay

    1. Université Lyon 1, Lyon, France

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  2. Pierrick Legrand

    1. Université de Bordeaux, Bordeaux, France

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  3. Nicolas Monmarché

    1. Université de Tours, Tours, France

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  4. Evelyne Lutton

    1. INRA, Thirverval-Grignon, France

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  5. Marc Schoenauer

    1. Inria Saclay, Université Paris-Sud, Orsay, France

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 9554)

Part of the book sub series: Theoretical Computer Science and General Issues (LNTCS)

Included in the following conference series:

Conference proceedings info: EA 2015.

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Table of contents (18 papers)

  1. Front Matter

    Pages I-XII
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  2. The Multi-Funnel Structure of TSP Fitness Landscapes: A Visual Exploration

    • Gabriela Ochoa, Nadarajen Veerapen, Darrell Whitley, Edmund K. Burke
    Pages 1-13

  3. Approaches for Many-Objective Optimization: Analysis and Comparison on MNK-Landscapes

    • Hernán Aguirre, Saúl Zapotecas, Arnaud Liefooghe, Sébastien Verel, Kiyoshi Tanaka
    Pages 14-28

  4. Traffic Signal Optimization: Minimizing Travel Time and Fuel Consumption

    • Rolando Armas, Hernán Aguirre, Saúl Zapotecas-Martínez, Kiyoshi Tanaka
    Pages 29-43

  5. How to Mislead an Evolutionary Algorithm Using Global Sensitivity Analysis

    • Thomas Chabin, Alberto Tonda, Evelyne Lutton
    Pages 44-57

  6. Quasi-random Numbers Improve the CMA-ES on the BBOB Testbed

    • Olivier Teytaud
    Pages 58-70

  7. Progressive Differential Evolution on Clustering Real World Problems

    • Vincent Berthier
    Pages 71-82

  8. Distributed Adaptive Metaheuristic Selection: Comparisons of Selection Strategies

    • Christopher Jankee, Sébastien Verel, Bilel Derbel, Cyril Fonlupt
    Pages 83-96

  9. Combining Mutation and Recombination to Improve a Distributed Model of Adaptive Operator Selection

    • Jorge A. Soria-Alcaraz, Gabriela Ochoa, Adrien Göeffon, Frédéric Lardeux, Frédéric Saubion
    Pages 97-108

  10. Parameter Setting for Multicore CMA-ES with Large Populations

    • Nacim Belkhir, Johann Dréo, Pierre Savéant, Marc Schoenauer
    Pages 109-122

  11. Towards Human-Competitive Game Playing for Complex Board Games with Genetic Programming

    • Denis Robilliard, Cyril Fonlupt
    Pages 123-135

  12. SGE: A Structured Representation for Grammatical Evolution

    • Nuno Lourenço, Francisco B. Pereira, Ernesto Costa
    Pages 136-148

  13. Greedy Semantic Local Search for Small Solutions

    • Robyn Ffrancon, Marc Schoenauer
    Pages 149-162

  14. Effects of Cooperation in a Bioinspired Multi-agent Autonomous System for Solving Optimization Problems

    • Marcus dos Santos, Denise Souza, Henrique E. Borges, Rogério M. Gomes, Patrick Siarry
    Pages 163-176

  15. Novelty-Driven Particle Swarm Optimization

    • Diana F. Galvao, Joel Lehman, Paulo Urbano
    Pages 177-190

  16. How a Model Based on P-temporal Petri Nets Can Be Used to Study Aggregation Behavior

    • Fatima Debbat, Nicolas Monmarché, Pierre Gaucher, Mohamed Slimane
    Pages 191-204

  17. A Distributed Hybrid Algorithm for the Graph Coloring Problem

    • Ines Sghir, Jin-Kao Hao, Ines Ben Jaafar, Khaled Ghédira
    Pages 205-218

  18. Variance Reduction in Population-Based Optimization: Application to Unit Commitment

    • Jean-Joseph Christophe, Jérémie Decock, Jialin Liu, Olivier Teytaud
    Pages 219-233

  19. On the Codimension of the Set of Optima: Large Scale Optimisation with Few Relevant Variables

    • Vincent Berthier, Olivier Teytaud
    Pages 234-247

  20. Back Matter

    Pages 249-249
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Other volumes

  1. Artificial Evolution

Keywords

About this book

This book constitutes the thoroughly refereed post-conference proceedings of the 12th International Conference on Artificial Evolution, EA 2015, held in Lyon, France, in October 2015.

The 18 revised papers were carefully reviewed and selected from 31 submissions. The focus of the conference is on following topics: Evolutionary Computation, Evolutionary Optimization, Co-evolution, Artificial Life, Population Dynamics, Theory, Algorithmics and Modeling, Implementations, Application of Evolutionary Paradigms to the Real World, Dynamic Optimization, Machine Learning and hybridization with other soft computing techniques.

Editors and Affiliations

  • Université Lyon 1, Lyon, France

    Stéphane Bonnevay

  • Université de Bordeaux, Bordeaux, France

    Pierrick Legrand

  • Université de Tours, Tours, France

    Nicolas Monmarché

  • INRA, Thirverval-Grignon, France

    Evelyne Lutton

  • Inria Saclay, Université Paris-Sud, Orsay, France

    Marc Schoenauer

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