This book constitutes the thoroughly refereed post-conference proceedings of the 8th International Conference on Artificial Evolution, EA 2007, held in Tours, France in October 2007.

The 27 revised full papers presented were carefully reviewed and selected from 62 submissions during two rounds of reviewing and improvement. The papers cover all aspects of artificial evolution: genetic programming, swarm intelligence, combinatorial and multi-objective optimization, theory in genetic algorithms and evolutionary systems, as well as applications of evolutionary algorithms.

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Bibliographic Information

Book Title: Artificial Evolution
Book Subtitle: 8th International Conference, Evolution Artificielle, EA 2007 Tours, France, October 29-31, 2007, Revised Selected Papers
Editors: Nicolas Monmarché, El-Ghazali Talbi, Pierre Collet, Marc Schoenauer, Evelyne Lutton
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-540-79305-2
Publisher: Springer Berlin, Heidelberg
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer-Verlag Berlin Heidelberg 2008
Softcover ISBN: 978-3-540-79304-5Published: 25 April 2008
eBook ISBN: 978-3-540-79305-2Published: 06 May 2008
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XIII, 330
Topics: Software Engineering/Programming and Operating Systems, Computation by Abstract Devices, Algorithm Analysis and Problem Complexity, Artificial Intelligence, Numeric Computing, Pattern Recognition

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Table of contents (27 papers)

Front Matter

Genetic Programming

Treating Noisy Data Sets with Relaxed Genetic Programming

Cost-Benefit Investigation of a Genetic-Programming Hyperheuristic

Automatic Design of Vision-Based Obstacle Avoidance Controllers Using Genetic Programming

Generating SAT Local-Search Heuristics Using a GP Hyper-Heuristic Framework

Swarm Intelligence

Magnetic Resonance Image Segmentation Based on Two-Dimensional Exponential Entropy and a Parameter Free PSO

Mimetic Variations on Stigmergic Swarm Paintings

Minimal and Necessary Conditions for the Emergence of Species-Specific Recognition Patterns

Artificial Ants for the Optimization of Virtual Keyboard Arrangement for Disabled People

Combinational and Multi-objective Optimization

Self-organization and Evolution Combined to Address the Vehicle Routing Problem

An Evolutionary Algorithm for the Block Stacking Problem

A Study of Evaluation Functions for the Graph K-Coloring Problem

Genetic Branch-and-Bound or Exact Genetic Algorithm?

Aerodynamic Topology Optimisation Using an Implicit Representation and a Multiobjective Genetic Algorithm

Direct and Indirect Representations for Evolutionary Design of Objects

Adaptive and Assortative Mating Scheme for Evolutionary Multi-Objective Algorithms

Theory in GA and ES

The Cooperative Royal Road: Avoiding Hitchhiking

Conditioning, Halting Criteria and Choosing λ

Log-Linear Convergence and Optimal Bounds for the (1 + 1)-ES

Applications of EAs

Evolution Strategies for Laser Pulse Compression

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