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GECCO'11 Proceedings

GECCO'11 Companion

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GECCO'11 Proceedings Table of Contents

Preface
Pier Luca Lanzi (Conference Chair)
Natalio Krasnogor (Editor-in-Chief)

A Word from the Chair of SIGEVO
Darrell Whitley (ACM SIGEVO Chair)

GECCO'11 Editors

ACM SIGEVO Officers and Executive Committee

GECCO'11 Conference Organizers

GECCO'11 Program Committee Members

GECCO'11 Proceedings Author Index

GECCO'11 Proceedings ACM Copyright & Permissions Information

  Track Name Track Chair(s)

Invited Talks

 

Ant Colony Optimization and Swarm Intelligence

Andries Engelbrecht and David Pelta

Artificial Life, Evolutionary Robotics and Evolvable Hardware

Carlos Gershenson and Giovanni Squillero

Bioinformatics, Computational, Systems, and Synthetic Biology

Alex Freitas and Marylin Ritchie

Digital Entertainment Technologies and Arts

Mike Preuss and Christian Gagné

Evolutionary Combinatorial Optimization and Metaheuristics

Yew Soon Ong and Günther Raidl

Estimation of Distribution Algorithms

José Lozano and Marcus Gallager

Evolutionary Multiobjective Optimization

Carlos Coello-Coello and Dario Landa Silva

Evolutionary Strategies and Evolutionary Programming

Nikolaus Hansen and Silja Meyer-Nienberg

Generative and Developmental Systems

Jeff Clune and Greg Hornby

Genetic Algorithms

Jim Smith and Gus Eiben

Genetic Programming

Lee Spector and Tina Yu

Genetics-Based Machine Learning

Ester Bernadó-Mansilla and Will Browne

Parallel Evolutionary Systems

Man-Leung Wong and Pierre Collet

Real World Applications

Steve Gustafson and Jean-Paul Watson

Search Based Software Engineering

Moshe Sipper and Simon Poulding

Self-* Search

Gabriela Ochoa and Marc Schoenauer

Theory

Carsten Witt and Anne Auger

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Evolution Strategies and Evolutionary Programming Track Papers

Noisy Optimization: A Theoretical Strategy Comparison of ES, EGS, SPSA & IF on the Noisy Sphere (Page 813)
Steffen Finck (Vorarlberg University of Applied Sciences)
Hans-Georg Beyer (Vorarlberg University of Applied Sciences)
Alexander Melkozerov (University of Ulm)

When Parameter Tuning Actually Is Parameter Control (Page 821)
Simon Wessing (Technische Universität Dortmund)
Mike Preuss (Technische Universität Dortmund)
Günter Rudolph (Technische Universität Dortmund)

Exploratory Landscape Analysis (Page 829)
Olaf Mersmann (Technische Universität Dortmund)
Bernd Bischl (Technische Universität Dortmund)
Heike Trautmann (Technische Universität Dortmund)
Mike Preuss (Technische Universität Dortmund)
Claus Weihs (Technische Universität Dortmund)
Günter Rudolph (Technische Universität Dortmund)

Niching Foundations: Basin Identification on Fixed-Property Generated Landscapes (Page 837)
Mike Preuss (Technische Universität Dortmund)
Catalin Stoean (University of Craiova)
Ruxandra Stoean (University of Craiova)

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High Dimensions and Heavy Tails for Natural Evolution Strategies (Page 845)
Tom Schaul (University of Lugano)
Tobias Glasmachers (University of Lugano)
Jürgen Schmidhuber (University of Lugano)

Analysis of a Repair Mechanism for the (1,λ)-ES Applied to a Simple Constrained Problem (Page 853)
Dirk V. Arnold (Dalhousie University)

Mirrored Sampling in Evolution Strategies with Weighted Recombination (Page 861)
Anne Auger (INRIA Saclay Île-de-France)
Dimo Brockhoff (Ecole Polytechnique)
Nikolaus Hansen (INRIA Saclay Île-de-France)

Local-Meta-Model CMA-ES for Partially Separable Functions (Page 869)
Zyed Bouzarkouna (IFP Energies nouvelles)
Anne Auger (INRIA Saclay Île-de-France)
Didier Yu Ding (IFP Energies nouvelles)

Using the Uncertainty Handling CMA-ES for Finding Robust Optima (Page 877)
Johannes Kruisselbrink (Leiden University)
Edgar Reehuis (Leiden University)
André Deutz (Leiden University)
Thomas Bäck (Leiden University)
Michael Emmerich (Leiden University)

Adaptive Coordinate Descent (Page 885)
Ilya Loshchilov (TAO, INRIA Saclay, Université Paris Sud)
Marc Schoenauer (TAO, INRIA Saclay, Université Paris Sud)
Michèle Sebag (CNRS, LRI UMR 8623, Université Paris Sud)