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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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Real World Applications Track Papers

Large Network Analysis for Fisheries Management Using Coevolutionary Genetic Algorithms (Page 1619)
Garnett Wilson (Memorial University of Newfoundland)
Simon Harding (Memorial University of Newfoundland)
Orland Hoeber (Memorial University of Newfoundland)
Rodolphe Devillers (Memorial University of Newfoundland)
Wolfgang Banzhaf (Memorial University of Newfoundland)

A Non-Dominated Neighbor Immune Algorithm for Community Detection in Networks (Page 1627)
Maoguo Gong (Xidian University)
Tian Hou (Xidian University)
Bao Fu (Xidian University)
Licheng Jiao (Xidian University)

Evolutionary Optimization of Layouts for High Density Free Space Optical Network Links (Page 1635)
Steffen Limmer (University of Erlangen)
Dietmar Fey (University of Erlangen)
Ulrich Lohmann (University of Hagen)
Jürgen Jahns (University of Hagen)

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Improving Reputation Systems for Wireless Sensor Networks Using Genetic Algorithms (Page 1643)
Zorana Bankovic (Technical University of Madrid)
David Fraga (Technical University of Madrid)
Juan Carlos Vallejo (Technical University of Madrid)
José Manuel Moya (Technical University of Madrid)

An Evolutionary Approach to Design Dilation-Erosion Perceptrons for Stock Market Indices Forecasting (Page 1651)
Ricardo de A. Araújo (Federal University of Pernambuco)
Adriano L. I. Oliveira (Federal University of Pernambuco)
Sergio Soares (Federal University of Pernambuco)
Silvio Meira (Federal University of Pernambuco)

Enhanced Rule Extraction and Classification Mechanism of Genetic Network Programming for Stock Trading Signal Generation (Page 1659)
Shingo Mabu (Waseda University)
Kotaro Hirasawa (Waseda University)

Stock Trading Using Linear Genetic Programming with Multiple Time Frames (Page 1667)
Garnett Wilson (Afinin Labs Inc.)
Derek Leblanc (Afinin Labs Inc.)
Wolfgang Banzhaf (Afinin Labs Inc.)

Scaling Up a Hybrid Genetic Linear Programming Algorithm for Statistical Disclosure Control (Page 1675)
M. C. Serpell (University of the West of England)
J. E. Smith (University of the West of England)
A. R. Clark (University of the West of England)
A. T. Staggemeier (Office for National Statistics)

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Hyperheuristic Encoding Scheme for Multi-Objective Guillotine Cutting Problems (Page 1683)
Jesica de Armas (Universidad de La Laguna)
Gara Miranda (Universidad de La Laguna)
Coromoto León (Universidad de La Laguna)

Coevolving Collection Plans for UAS Constellations (Page 1691)
Daniel W. Stouch (Charles River Analytics)
Ernest Zeidman (Charles River Analytics)
Marc Richards (Charles River Analytics)
Kirk D. McGraw (U.S. Army ERDC CERL)
William Callahan (Charles River Analytics)

An Efficient Evolutionary Algorithm for Solving Incrementally Structured Problems (Page 1699)
Jason Ansel (Massachusetts Institute of Technology)
Maciej Pacula (Massachusetts Institute of Technology)
Saman Amarasinghe (Massachusetts Institute of Technology)
Una-May O'Reilly (Massachusetts Institute of Technology)

A Genetic Algorithm for the Freight Consolidation Problem with One-Dimensional Container Loading (Page 1707)
Zizhen Zhang (City University of Hong Kong)
Hu Qin (Huazhong University of Science and Technology & City University of Hong Kong)
Andrew Lim (City University of Hong Kong)

Coastal Current Prediction Using CMA Evolution Strategies (Page 1715)
Andrea G. B. Tettamanzi (Università degli Studi di Milano)
Christel Dartigues-Pallez (Université de Nice Sophia Antipolis)
Célia da Costa Pereira (Université de Nice Sophia Antipolis)
Denis Pallez (Université de Nice Sophia Antipolis)
Philippe Gourbesville (Université de Nice Sophia Antipolis)

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Opt4J - A Modular Framework for Meta-Heuristic Optimization (Page 1723)
Martin Lukasiewycz (TU Munich)
Michael Glaß (University of Erlangen-Nuremberg)
Felix Reimann (University of Erlangen-Nuremberg)
Jürgen Teich (University of Erlangen-Nuremberg)

A Combination of Evolutionary Algorithm and Mathematical Programming for the 3D Thermal-Aware Floorplanning Problem (Page 1731)
David Cuesta (Universidad Complutense de Madrid)
José L. Risco-Martín (Universidad Complutense de Madrid)
José L. Ayala (Universidad Complutense de Madrid)
J. Ignacio Hidalgo (Universidad Complutense de Madrid)

Optimizing Ballast Design of Wave Energy Converters Using Evolutionary Algorithms (Page 1739)
Mitchell Colby (Oregon State University)
Ehsan Nasroullahi (Oregon State University)
Kagan Tumer (Oregon State University)

A Direct Optimization Approach to the P300 Speller (Page 1747)
Roberto Santana (Universidad Politécnica de Madrid)
Santiago Muelas (Universidad Politécnica de Madrid)
Antonio LaTorre (Universidad Politécnica de Madrid)
Jose M. Peña (Universidad Politécnica de Madrid)

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Psychometric Augmentation of an Interactive Genetic Algorithm for Optimizing Cochlear Implant Programs (Page 1755)
Sean K. R. LIneaweaver (Cochlear Limited)
Gregory H. Wakefield (The University of Michigan)

Quantitative Modeling of Customer Perception from Service Data Using Evolutionary Optimization (Page 1763)
Sunith Bandaru (Indian Institute of Technology Kanpur)
Kalyanmoy Deb (Indian Institute of Technology Kanpur)
Vineet Khare (GM Technical Centre India Pvt Ltd)
Rahul Chougule (GM Technical Centre India Pvt Ltd)

RankDE: Learning a Ranking Function for Information Retrieval Using Differential Evolution (Page 1771)
Danushka Bollegala (The University of Tokyo)
Nasimul Noman (The University of Tokyo)
Hitoshi Iba (The University of Tokyo)

Evolutionary Strategies for Identification and Validation of Material Model Parameters for Forming Simulations (Page 1779)
Thomas Bäck (LIACS - Universiteit Leiden)
Lutz Keßler (ThyssenKrupp Steel Europe)
Ingo Heinle (BMW AG)

Application of Evolutionary Algorithms in Detecting SMS Spam at Access Layer (Page 1787)
M Zubair Rafique (King Saud University)
Nasser Alrayes (King Saud University)
Muhammad Khurram Khan (King Saud University)

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Using Evolutionary Learning Classifiers to Do Mobile Spam (SMS) Filtering (Page 1795)
M. Bilal Junaid (National University of Computer and Emerging Sciences)
Muddassar Farooq (National University of Computer and Emerging Sciences)

GPU-Accelerated High-Accuracy Molecular Docking Using Guided Differential Evolution: GECCO 2011 - Real World Applications (Page 1803)
Martin Simonsen (Aarhus University)
Christian N. S. Pedersen (Aarhus University)
Mikael H. Christensen (Molegro ApS)
René Thomsen (Molegro ApS)

Using Differential Evolution to Optimize 'Learning from Signals' and Enhance Network Security (Page 1811)
Paul K. Harmer (Air Force Institute of Technology)
Michael A. Temple (Air Force Institute of Technology)
Mark A. Buckner (Oak Ridge National Laboratory)
Ethan Farquahar (Oak Ridge National Laboratory)

Multi-Objective Optimization of Dynamic Memory Managers Using Grammatical Evolution (Page 1819)
J. Manuel Colmenar (Complutense University of Madrid)
José L. Risco-Martín (Complutense University of Madrid)
David Atienza (École Polytechnique Fédérale de Lausanne)
J. Ignacio Hidalgo (Complutense University of Madrid)

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Multiple Objective Optimisation Applied to Route Planning (Page 1827)
Antony Waldock (BAE Systems Advanced Technology Centre)
David Corne (Heriot-Watt University)

Spanning the Pareto Front of a Counter Radar Detection Problem (Page 1835)
Hans J. F. Moen (Norwegian Defence Research Establishment & University of Oslo)
Harald Hovland (Norwegian Defence Research Establishment)

Multi-Objective Design and Analysis of Robot Gripper Configurations Using an Evolutionary-Classical Approach (Page 1843)
Rituparna Datta (Indian Institute of Technology, Kanpur)
Kalyanmoy Deb (Indian Institute of Technology, Kanpur)