Artificial Evolution 9th International Conference, Evolution Artificielle, EA 2009, Strasbourg, France, October 26-28, 2009. Revised Selected Papers

Artificial Evolution 9th International Conference, Evolution Artificielle, EA 2009, Strasbourg, France, October 26-28, 2009. Revised Selected Papers / edited by Pierre Collet, Nicolas Monmarché, Pierrick Legrand, Marc Schoenauer, Evelyne Lutton.

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Bibliographic Details
Corporate Author: SpringerLink (Online service)
Other Authors: Collet, Pierre (Editor), Monmarché, Nicolas (Editor), Legrand, Pierrick (Editor), Schoenauer, Marc (Editor), Lutton, Evelyne (Editor)
Format: eBook
Language:English
Published: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2010.
Edition:1st ed. 2010.
Series:Theoretical Computer Science and General Issues ; 5975
Springer eBook Collection.
Subjects:
Artificial intelligence.
Computer communication systems.
Computers.
Algorithms.
Application software.
Electronic resources (E-books)
Online Access:Click to view e-book
Holy Cross Note:Loaded electronically.
Electronic access restricted to members of the Holy Cross Community.
Table of Contents:
  • Theory
  • Extremal Optimization Dynamics in Neutral Landscapes: The Royal Road Case
  • Improving the Scalability of EA Techniques: A Case Study in Clustering
  • Ant Colony Optimization
  • MC-ANT: A Multi-Colony Ant Algorithm
  • Applications
  • Artificial Evolution for 3D PET Reconstruction
  • A Hybrid Genetic Algorithm/Variable Neighborhood Search Approach to Maximizing Residual Bandwidth of Links for Route Planning
  • Parallelization of an Evolutionary Algorithm on a Platform with Multi-core Processors
  • On the Difficulty of Inferring Gene Regulatory Networks: A Study of the Fitness Landscape Generated by Relative Squared Error
  • Combinatorial Optimization
  • Memetic Algorithms for Constructing Binary Covering Arrays of Strength Three
  • A Priori Knowledge Integration in Evolutionary Optimization
  • Robotics
  • On-Line, On-Board Evolution of Robot Controllers
  • The Transfer of Evolved Artificial Immune System Behaviours between Small and Large Scale Robotic Platforms
  • Multi-objective Optimization
  • An Analysis of Algorithmic Components for Multiobjective Ant Colony Optimization: A Case Study on the Biobjective TSP
  • Alternative Fitness Assignment Methods for Many-Objective Optimization Problems
  • Genetic Programming
  • Evolving Efficient List Search Algorithms
  • Semantic Similarity Based Crossover in GP: The Case for Real-Valued Function Regression
  • Genetic-Programming Based Prediction of Data Compression Saving
  • Machine Learning
  • On the Characteristics of Sequential Decision Problems and Their Impact on Evolutionary Computation and Reinforcement Learning.

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