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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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Evolutionary Multiobjective Optimization Track Papers

Maximizing Population Diversity in Single-Objective Optimization (Page 641)
Tamara Ulrich (ETH Zurich)
Lothar Thiele (ETH Zurich)

A Many-Objective Test Problem for Visually Examining Diversity Maintenance Behavior in a Decision Space (Page 649)
Hisao Ishibuchi (Osaka Prefecture University)
Naoya Akedo (Osaka Prefecture University)
Yusuke Nojima (Osaka Prefecture University)

Indicator-Based Differential Evolution Using Exclusive Hypervolume Approximation and Parallelization for Multi-Core Processors (Page 657)
Kiyoharu Tagawa (Kinki University)
Hidehito Shimizu (Panasonic Electronic Devices Co., Ltd.)
Hiroyuki Nakamura (Panasonic Electronic Devices Co., Ltd.)

Adaptive Multi-Objective Differential Evolution with Stochastic Coding Strategy (Page 665)
Jing-hui Zhong (Sun Yat-sen University)
Jun Zhang (Sun Yat-sen University)

Differential Evolution for RFID Antenna Design: A Comparison with Ant Colony Optimisation (Page 673)
James Montgomery (Swinburne University of Technology)
Marcus Randall (Bond University)
Andrew Lewis (Griffith University)

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Using Pareto-Optimality for Solving Multi-Objective Unequal Area Facility Layout Problem (Page 681)
Kazi Shah Nawaz Ripon (University of Oslo)
Kashif Nizam Khan (Khulna University)
Kyree Glette (University of Oslo)
Mats Hovin (University of Oslo)
Jim Torresen (University of Oslo)

Robust Design of a Re-Entry Unmanned Space Vehicle by Multi-Fidelity Evolution Control (Page 689)
Edmondo Minisci (University of Glasgow)
Massimiliano Vasile (University of Strathclyde)

An Evolutionary Bi-Objective Approach to the Capacitated Facility Location Problem with Cost and CO2 Emissions (Page 697)
Irina Harris (Cardiff University)
Christine L. Mumford (Cardiff University)
Mohamed M. Naim (Cardiff University)

Investigating Relevant Aspects of MOEAs for Protein Structures Prediction (Page 705)
Christiane Regina Soares Brasil (University of Sao Paulo)
Alexandre Cláudio Botazzo Delbem (University of Sao Paulo)
Daniel Rodrigo Ferraz Bonetti (University of Sao Paulo)

Evolving Policies for Multi-Reward Partially Observable Markov Decision Processes (MR-POMDPs) (Page 713)
Harold Soh (Imperial College London)
Yiannis Demiris (Imperial College London)

Interactive MOEA/D for Multi-Objective Decision Making (Page 721)
Maoguo Gong (Xidian University)
Fang Liu (Xidian University)
Wei Zhang (Xidian University)
Licheng Jiao (Xidian University)
Qingfu Zhang (University of Essex)

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Solving Interval Multi-Objective Optimization Problems Using Evolutionary Algorithms with Preference Polyhedron (Page 729)
Jing Sun (China University of Mining and Technology)
Dunwei Gong (China University of Mining and Technology)
Xiaoyan Sun (China University of Mining and Technology)

Visualizing 4D Approximation Sets of Multiobjective Optimizers with Prosections (Page 737)
Tea Tušar (Jožef Stefan Institute)
Bogdan Filipič (Jožef Stefan Institute)

Convergence of Hypervolume-Based Archiving Algorithms I: Effectiveness (Page 745)
Karl Bringmann (Max-Planck-Institut für Informatik)
Tobias Friedrich (Max-Planck-Institut für Informatik)

Improved S-CDAs Using Crossover Controlling the Number of Crossed Genes for Many-Objective Optimization (Page 753)
Hiroyuki Sato (The University of Electro-Communications)
Hernán E. Aguirre (Shinshu University)
Kiyoshi Tanaka (Shinshu University)

Many-Objective Directed Evolutionary Line Search (Page 761)
Evan J. Hughes (Cranfield University)

Set-Based Multiobjective Fitness Landscapes: A Preliminary Study (Page 769)
Sébastien Verel (University of Nice Sophia Antipolis / INRIA Lille Nord Europe)
Arnaud Liefooghe (Université Lille 1)
Clarisse Dhaenens (Université Lille 1)

Population-ACO for the Automotive Deployment Problem (Page 777)
Irene Moser (Swinburne University of Technology)
James Montgomery (Swinburne University of Technology)

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A RankMOEA to Approximate the Pareto Front of a Dynamic Principal-Agent Model (Page 785)
Juan Arturo Herrera-Ortiz (IIMAS-UNAM)
Katya Rodriguez-Vazquez (IIMAS-UNAM)
Itza T. Q. Curiel Cabral (CIDE)
Sonia Di Giannatale Menegalli (CIDE)

Accumulative Sampling for Noisy Evolutionary Multi-Objective Optimization (Page 793)
Taejin Park (Pusan National University)
Kwang Ryel Ryu (Pusan National University)

Comparison-Based Complexity of Multiobjective Optimization (Page 801)
Olivier Teytaud (Tao INRIA, LRI)

Integrated Circuit Optimization by Means of Evolutionary Multi-Objective Optimization (Page 807)
Matthias Blesken (University of Paderborn)
Anouar Chebil (University of Paderborn)
Ulrich Rückert (University of Bielefeld)
Xavier Esquivel (CINVESTAV-IPN)
Oliver Schütze (CINVESTAV-IPN)