Book Volume 7401 2012

Artificial Evolution

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

ISBN: 978-3-642-35532-5 (Print) 978-3-642-35533-2 (Online)

Table of contents (19 chapters)

  1. Front Matter

    Pages -

  2. Ant Colony Optimization

    1. Chapter

      Pages 1-12

      An Immigrants Scheme Based on Environmental Information for Ant Colony Optimization for the Dynamic Travelling Salesman Problem

  3. Multi-Objective Optimization

    1. Chapter

      Pages 13-24

      A Surrogate-Based Intelligent Variation Operator for Multiobjective Optimization

    2. Chapter

      Pages 25-36

      The Relationship between the Covered Fraction, Completeness and Hypervolume Indicators

  4. Analysis

    1. Chapter

      Pages 37-48

      A Rigorous Runtime Analysis for Quasi-Random Restarts and Decreasing Stepsize

    2. Chapter

      Pages 49-60

      Local Optima Networks with Escape Edges

    3. Chapter

      Pages 61-72

      Visual Analysis of Population Scatterplots

  5. Implementation and Robotics

    1. Chapter

      Pages 73-84

      An On-Line On-Board Distributed Algorithm for Evolutionary Robotics

    2. Chapter

      Pages 85-96

      Improving Performance via Population Growth and Local Search: The Case of the Artificial Bee Colony Algorithm

    3. Chapter

      Pages 97-108

      Two Ports of a Full Evolutionary Algorithm onto GPGPU

  6. Combinatorial Optimization

    1. Chapter

      Pages 109-119

      A Multilevel Tabu Search with Backtracking for Exploring Weak Schur Numbers

    2. Chapter

      Pages 121-132

      An Improved Memetic Algorithm for the Antibandwidth Problem

  7. Learning and Parameter Tuning

    1. Chapter

      Pages 133-144

      Adaptive Play in a Pollution Bargaining Game

    2. Chapter

      Pages 145-155

      Learn-and-Optimize: A Parameter Tuning Framework for Evolutionary AI Planning

  8. New Nature Inspired Models

    1. Chapter

      Pages 157-168

      A Model Based on Biological Invasions for Island Evolutionary Algorithms

    2. Chapter

      Pages 169-180

      A Multi-objective Particle Swarm Optimizer Enhanced with a Differential Evolution Scheme

  9. Probabilistic Algorithms

    1. Chapter

      Pages 181-192

      Evolution of Multisensory Integration in Large Neural Fields

    2. Chapter

      Pages 193-204

      Reducing the Learning Time of Tetris in Evolution Strategies

  10. Theory and Evolutionary Search

    1. Chapter

      Pages 205-216

      Black-Box Complexity: Breaking the O(n logn) Barrier of LeadingOnes

  11. Applications

    1. Chapter

      Pages 217-228

      Imperialist Competitive Algorithm for Dynamic Optimization of Economic Dispatch in Power Systems

  12. Back Matter

    Pages -