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Genetic and Evolutionary Computation Conference (GECCO-2003)

CONFERENCE PROGRAM

Genetic and Evolutionary Computation Conference

July 12 – 16, 2003

Holiday Inn Mart Plaza

Chicago, Illinois, USA

A Recombination of the Eighth Annual Genetic Programming Conference and the Twelfth International Conference on Genetic Algorithms

International Society for Genetic and Evolutionary Computation, Inc.

In Association with the American Association for Artificial Intelligence

Table of Contents

GECCO Organizers 3

Program Committee 4

Best Paper Awards 5

About the Evolutionary Computation in Industry Track 6

Saturday Workshops Schedule 7

Sunday Tutorials Schedule 9

Monday Sessions Schedule 11

Tuesday Sessions Schedule 17

Wednesday Sessions Schedule 23

Registration Times

Sunday – Tuesday, July 13-15: 7:30 – 17:00, Wednesday, July 16: 7:30 – 12:00

The registration will take place in the foyer on the 14th Floor. The staff at the registration desk will happily answer any questions you may have about the conference.

Exhibits

Visit exciting exhibits from these and other vendors.

  • Kluwer Academic Publishers

  • Springer Verlag

  • Sun Microsystems

  • EvoNet

  • Applied AI Systems, Inc.

All exhibits will be located in the foyer on the 14th Floor. Exhibition times are 13:00 – 17:30 on Saturday, July 12; 8:30 – 17:30 Sunday through Tuesday, July 13-15; and from 8:30 – 13:30 on Wednesday, July 16 (or as posted in the foyer on the 14th Floor).

Instructions for Presenters and Session Chairs:

Talks in the regular technical sessions, Monday through Wednesday, are scheduled for 30 minutes. This includes 20 minutes of presentation and 10 minutes of questions. Late Breaking Paper (LBP) talks should take no more than 10 minutes total (7 minutes of presentation with 3 minutes of questions). Set-up of necessary presentation equipment should be calculated into the allotted presentation time.

The duties of session chairs are: Keep the session on schedule, introduce speakers, and moderate the question portion. Session chairs should arrive a few minutes early to check on room and equipment set-up. Please let conference organizers know immediately if problems arise or adjustments are needed. Please adhere to the scheduled order of talks as well as presentation times. If a speaker is absent, we ask you to announce a short break until the next presentation is due to start. Do not start early, as participants may be moving between sessions/presentations. Out of consideration for other speakers and all participants, please stay on schedule. If a session is without a chair, we ask the last scheduled speaker to perform those duties.

Special Note: Monday, GA Theory 1 and RWA Learning will be from 10:00 – 11:10, and GA Theory 2 and RWA Vision & Learning will be from 13:45 – 14:30 in the Sauganash Ballroom. Theses changes allow organizers set-up time for the Kluwer No Free Lunch lunch.

GECCO-2003 Organizers

International Society for Genetic and Evolutionary Computation, Inc.

In association with the American Association for Artificial Intelligence (AAAI), 445 Burgess Drive, Menlo Park, CA 94025

Conference Chair: James A. Foster

Proceedings Editor-in-chief: Erick Cantú-Paz

Business committee: David E. Goldberg and John Koza

Workshops chair: Alwyn Barry

Graduate Student Workshop: Maarten Keijzer, Sean Luke, Terry Riopka

ISGEC Bylaws establish Program Policy Committees drawn from EC editors and book authors in six areas: Genetic Algorithms, Genetic Programming, Evolution Strategies and Evolutionary Programming, Learning Classifier Systems, Evolvable Hardware, and Real World Applications. Chairs of these committees are also chairs of corresponding GECCO tracks. Additional tracks are operated by Special Program Committees, chaired by the track chair.

Program and Policy Committee Chairs

Genetic Algorithms

Kalyanmoy Deb (chair), David Coley, Rolf Drechsler, David E. Goldberg, John Holland, Sam Kwong, Zbigniew Michalewicz, Frederick Petry, Wallace Tang, Michael Vose

Genetic Programming

Una-May O’Reilly (chair), David Andre, Vladan Babovic, Wolfgang Banzhaf, James A. Foster, Hitoshi Iba, Christian Jacob, Robert E. Keller, John Koza, Riccardo Poli, Man Leung Wong

Real-World Applications

David Davis & Rajkumar Roy (chairs), Peter Bentley, Lance Chambers, Dipankar Dasgupta, Francisco Herrera, Witold Pedrycz, Elisabeth Rudnick, Jose Luis Verdegay

Artifical Immune Systems

Dipankar Dasgupta

Evolution Strategies and Evolutionary Programming

Hans-Georg Beyer (chair), Palmen Angelov, Günter Rudolph

Search Based Software Engineering

Mark Harman & Joachim Wegner

A-Life, Adaptive Behavior, Agents, and Ant Colony Optimization

Russell Standish (chair)

Learning Classifier Systems

Stewart Wilson (chair), Larry Bull

DNA, Molecular, and Quantum Computing

Natasha Jonoska (chair)

Evolvable Hardware

Julian Miller (chair), Moshe Sipper, Adrian Thompson

Evolutionary Robotics

Mitchell A. Potter & Alan C. Schultz (chairs)

Evolutionary Scheduling and Routing

Kathryn A. Downsland (chair)

Coevolution

Graham Kendall

Late Breaking Papers Chair: Bart Rylander

Student Housing Representative: Ashley Morris

Administrative Assistance: Carol Hamilton, Elizabeth Ericson, Ann Stolberg

Support for Student Travel Donated by:

Air Force Office of Scientific Research Philips Research

Navy Center for Applied Research in Artificial Intelligence Sun Microsystems

National Science Foundation New Light Industries

DaimlerChrysler

Program Committee

Hussein A. Abbass

Adam Adampoulos

Jesu’s Aguilar

Hernan Aguirre

Uwe Aickelin

Dirk Arnold

Tughrul Arsian

Atif Azad

Vladan Babovic

Thomas Bäck

Alwyn Barry

Cem Baydar

Thomas Beielsein

Fevzi Belli

Theodore Belding

Tom Bersano-Begey

Hugues Bersini

Andrea Bonarini

Lashon B. Booker

Leonardo Botacci

Klaus Bothe

Wilker Shane Bruce

Peter Brucker

Anthony Bucci

Dirk Bueche

Larry Bull

Edmund K. Burke

Martin V. Butz

Xiaoqiang Cai

Shu-Heng Chen

Prabhas Chongstitvatana

John Clark

Claude Lattaud

Pierre Collet

Jose’ Cristo’bal Riquelme Santos

Peter Cowling

Keshav Dahal

Paul Darwen

Dipankar Dasgupta

Lawrence Davis

Ivanoe De Falco

Anthony Deakin

Phillip W. Dixon

Marco Dorigo

Keith L. Downing

Stefan Droste

Marc Ebner

Tim Edwards

Aniko Ekart

Matthew Evett

Robert Feldt

Francisco Fernández

Sevan Ficci

Filipic Bogdan

Peter John Fleming

Stuart Flockton

Stephanie Forrest

Alex Freitas

Clemens Frey

Chunsheng Fu

Christian Gagné

M. L. Gargano

Hugo de Garis

Josep Maria Garrell I Guiu

Michel Gendreau

Pierre Gérard

Andreas Geyer-Schulz

Jens Gottlieb

Buster Greene

Steven Gustafson

Pauline Haddow

Emma Hart

William E. Hart

Francisco Herrera

Jeffrey W. Herrmann

Rob Hierons

John H. Holmes

Daniel Howard

William Hsu

Jianjun Hu

Jacob Hurst

Hitoshi Iba

Christian Jacob

Segovia Javier

Joes’ Javier Dolado Cosi’n

Bryan Jones

Hugues Juillé

Mahmoud (Mak) Kaboudan

Charles Karr

Maarten Keijzer

Graham Kendall

Didier Keymeulen

Gabriella Kókai

Bogdan Korel

Erkan Korkmaz

Tim Kovacs

Natalio Krasnogor

K. KrishnaKumar

Renato A. Krohling

Gary B. Lamont

Pier Luca Lanzi

Jesper Larsen

Marco Laumanns

Paul Layzell

Claude Le Pape

Martin Lefley

Derek Linden

Michael L. Littman

Xavier Llorá

Jason Lohn

Michael Lones

Sushil J. Louis

Jose A. Lozano

Nicholas Macias

Spiros Mancoridis

Ester Bernadó Mansilla

Martin Martin

Pete Martin

Iwata Masaya

Keith Mathias

Dirk Christian Mattfeld

David Mayer

Bob McKay

Nic McPhee

Karlheinz Meier

Zbigniew Michalewicz

Martin Middendorf

Risto Miikkulainen

Brian Mitchell

Frank Moore

David Montana

J. Manuel Moreno

Kazuyuki Murase

Bill Mydlowec

Olfa Nasraoui

Mark Neal

Chrystopher Nehaniv

Miguel Nicolau

Fernando L. Nino

Nikolay Nikolaev

Jason Noble

Peter Nordin

Bryan A. Norman

Wim Nuijten

Leandro Nunes de Castro

Michael O’Neill

Witold Pedrycz

Sanja Petrovic

Marek Perkowski

Hartmut Pohlheim

Riccardo Poli

Marie-Claude Portmann

Reid Porter

Jeans-Yves Potvin

Alexander Pretschener

Tom Ray

Victor John Rayward-Smith

Kazuhiro Saitou

Ralf Salomon

Kisung Seo

Alaa Sheta

Robert Shipman

Terence Soule

Lee Spector

Russell Standish

Matthew Streeter

Rick L. Riolo

Katya Rodriguez-Vazquez

Marc Roper

Brian Ross

Peter Ross

Jon Rowe

Rajkumar Roy

Guenter Rudolph

Thomas Philip Runarsson

Conor Ryan

Kwong Sak Leung

Yuji Sato

Marc Schoenauer

Thorsten Schnier

Sonia Schulenburg

Mans-Paul Schwefel

Bernhard Sendhoff

Martin Shepperd

Olivier Sigaud

Mark C. Sinclair

Andre Skusa

Robert E. Smith

Donald Sofge

Javier Alcaraz Soria

Andreas Spillner

Harmen Sthamer

Adrian Stoica

Wolfgang Stolzmann

Walker Tackett

Keiki Takadama

Uwe Tangen

Alexander Tarakanov

Gianluca Tempesti

Sam R. Thangiah

Scott Thayer

Adrian Thompson

Jonathan M. Thompson

Jon Timmis

Ashutosh Tiwari

Marco Tomassini

Jim Torresen

Paolo Toth

Michael Trick

Andy Tyrrell

Jano van Hemert

Leonardo Vanneschi

Róbert Ványi

Oswaldo Velez-Langs

Hans-Michael Voigt

Jean-Paul Watson

Karsten Weicker

Peter Whigham

Lyndon While

Paul Wiegand

Dirk Wiesmann

Janet Wiles

Zheng Y. Wu

Chia-Hsuan Yeh

Tina Yu

Hongnian Yu

Ricardo Zebulum

Andreas Zell

Byoung-Tak Zhang

Enrique Alba

Chang Wook Ahn

Julio Banga

Francisco Baptista Pereira

José Aguilar

Meghna Babbar

Hans-Georg Beyer

Bv Babu

Fevzi Belli

Peter Bosman

Terry Bossomaier

Jürgen Branke

Magdalena Bugajska

Stefano Cagnoni

Erick Cantú-Paz

Uday Chakraborty

Weng-Tat Chan

Alastair Channon

Ying-Ping Chen

Junghuei Chen

Manuel Clergue

Carlos Coello Coello

David Coley

Philippe Collard

Clare Bates Congdon

David Corne

Ernesto Costa

Bart Craenen

Kalyanmoy Deb

Brahma Deo

Antonio Della Cioppa

A Santos Del Riego

Dirk Devogelaere

Der-Rong Din

Kathryn Dowsland

Gerry Dozier

Rolf Drechsler

Norberto Eiji Nawa

Christos Emmanouilidis

Hector Erives

Felipe Espinoza

Dario Floreano

Cyril Fonlupt

Carlos Fonseca

Ivan Garibay

Alessio Gaspar

Zhou Gengui

Tushar Goel

Fabio González

Kendall Graham

John Grefenstette

Darko Grundler

Dongbing Gu

Charles Guthrie

Hani Hagras

Hisashi Handa

Georges Harik

Mark Harman

Inman Harvey

Michael Herdy

Jürgen Hesser

Mika Hirvensalo

Tadashi Horiuchi

Kosuke Imamura

Iñaki Inza

Thomas Jansen

Yaochu Jin

Natasha Jonoska

Bryant Julstrom

Balakrishnan Karthik

Sanza Kazadi

Michael Kirley

Joshua Knowles

Arthur Kordon

Sam Kwong

William Langdon

Pedro Larrañaga

Warren Liao

Fernando Lobo

Manuel Lozano

Jose Antonio Lozano

Sean Luke

John Lusth

Evelyne Lutton

Ana Madureira

Arita Masanori

Giancarlo Mauri

Jon McCormack

Lisa Meeden

Jörn Mehnen

Ole Mengshoel

Mark Meysenburg

Julian Miller

Chilukuri Mohan

Byung-Ro Moon

Alberto Moraglio

Yunjun Mu

Sibylle Mueller

Masaharu Munetomo

Zensho Nakao

Tomoaru Nakashima

Bart Naudts

David Newth

Stefano Nolfi

Gabriela Ochoa

Victor Oduguwa

Charles Ofria

Gustavo Olague

Markus Olhofer

Una-May O’Reilly

Franz Oppacher

Jim Ouimette

Charles Palmer

Liviu Panait

Gary Parker

Anil Patel

Tom Portegys

Mitchell A. Potter

Walter Potter

Dilip Pratihar

Adam Prügel-Bennett

William Punch

Günter Raidl

Khaled Rasheed

Tapabrata Ray

Patrick Reed

John Reif

Andreas Reinholz

Jose Riquelme

Denis Robilliard

Franz Rothlauf

Bart Rylander

Eugene Santos

Kumara Sastry

David Schaffer

Martin Schmidt

Alan C. Schultz

Sandip Sen

Franciszek Seredynski

Jane Shaw

Anabela Simões

Abhishek Singh

Jim Smith

Alan Soper

V. Sundararajan

Gil Syswerda

Ernesto Tarantino

Hugo Terashima-Marin

Lothar Thiele

Dirk Thierens

Andy Tomlinson

Shigeyoshi Tsutsui

Clarissa Van Hoyweghen

David Van Veldhuizen

Manuel Vazquez-Outomuro

Roger Wainwright

Matthew Wall

Ingo Wegener

Joachim Wegener

Darrill Whitley

Kay Wiese

Wendy Williams

Stewart Wilson

Mark Wineberg

Alden Wright

Annie Wu

Ayse Yilmaz

Tian-Li Yu

Lyudmila A. Zinchenko

Best-Paper Awards

As part of the double-blind peer review, the 34 papers listed below were nominated for consideration for a best paper award. The winners of this award will be selected by secret vote by the registered attendees to the conference. For the voting, you should have received three (3) ballots to elect the best papers with your registration package (one ballot for each day of the technical sessions). If you did not receive three ballots, please contact the registration desk immediately.

Papers compete in different categories according to the deme to which they were submitted (e.g., GA papers compete only against other GA papers). Please return your ballot to the registration desk at the end of each day, so we can count the votes and announce the winners promptly.

Selected best paper award winners will be invited to submit an expanded version of their paper to the Kluwer journal Genetic Programming and Evolvable Machines. Throughout this schedule, nominated papers are highlighted with a star () to make them easier to find. All papers have the deme they were submitted to listed along the title to help with write-in votes.

Immune Inspired Somatic Contiguous Hypermutation for Function (AIS), Johnny Kelsey, Jonathan Timmis

Efficiency and Reliability of DNA-based Memories (DMQ), Max Garzon, Andrew Neel , Hui Chen

Hardware Evolution of Analog Speed Controllers for a DC Motor (EH), David Gwaltney, Michael Ferguson

Integration of Genetic Programming and Reinforcement Learning for Real Robots (ER), Shotaro Kamio, Hideyuki Mitshuhashi, Hitoshi Iba

Co-Evolving Task-Dependent Visual Morphologies in Predator-Prey Experiments (ER), Gunnar Buason, Tom Ziemke

The Steady State Behavior of (m/m_i,l)-ES on Ellipsoidal Fitness Models Disturbed by Noise (ES/EP), Hans-Georg Beyer, Dirk Arnold

On the Optimization of Monotone Polynomials by the (1+1) EA and Randomized Local Search (ES/EP), Ingo Wegener, Carsten Witt

Ruin and Recreate Principle Based Approach for the Quadratic Assignment Problem (ES/EP), Alfonsas Misevicius

Evolutionary Computing as a Tool for Grammar Development (ES/EP), Guy De Pauw

Adaptive Elitist-population Based Genetic Algorithm for Multimodel Function Optimization (GA), Kwong-Sak Leung, Yong Liang

Scalability of Selectorecombinative Genetic Algorithms for Problems with Tight Linkage (GA), Kumara Sastry, David E. Goldberg

Effective Use of Directional Information in Multi-Objective Evolutionary Computation (GA), Martin Brown, Robert Smith

Are Multiple Runs of Genetic Algorithms Better Than One? (GA), Erick Cantú-Paz, David E. Goldberg

Selection in the Presence of Noise (GA), Jürgen Branke, Christian Schmidt

Difficulty of Unimodal and Multimodal Landscapes in Genetic Programming (GP), Leonardo Vanneschi, Marco Tomassini, Manuel Clergue, Philippe Collard

Dynamic Maximum Tree Depth – A Simple Technique for Avoiding Bloat in Tree-Based GP (GP), Sara Silva, Jonas Almeida

Generative Representations for Evolving Families of Designs (GP), Gregory Hornby

Fundamental Mechanisms Concerning Trees in Standard GP (GP), Jason Daida, Adam Hilss

Visualizing Tree Structures in Genetic Programming (GP), Jason Daida, Adam Hilss, David Ward, Stephen Long

Methods for Evolving Robust Programs (GP), Liviu Panait, Sean Luke

Population Implosion in Genetic Programming (GP), Sean Luke, Gabriel Balan, Liviu Panait

Designing Efficient Exploration with MACS: Modules and Function Approximation (LCS), Pierre Gérard, Olivier Siguad

Tournament Selection: Stable Fitness Pressure in XCS (LCS), Martin Butz, Kumara Sastry, David E. Goldberg

Towards Building Block Propagation in XCS: A Negative Result and Its Implications (LCS), Kurian Tharakunnel, Martin Butz, David E. Goldberg

Quantum-Inspired Evolutionary Algorithm-Based Face Verification (RWA), Jun-Su Jang, Kuk-Hyun Han, Jong-Hwan Kim

Mining Comprehensive Clustering Rules with an Evolutionary Algorithm (RWA), Ioannis Sarafis, Phil Trinder, Ali Zalzala

System-Level Synthesis of MEMS Via Genetic Programming and Bond Graphs (RWA), Zhun Fan, Kisung Seo, Jianjun Hu, Ronald C. Rosenberg, Erik Goodman

Active Guidance for a Finless Rocket using Neuroevolution (RWA), Faustino Gomez, Risto Miikkulainen

Extracting Test Sequences from a Markov Software Usage Model by ACO (SBSE), Karl Doerner, Walter Gutjahr

Modeling the Search Landscape of Metaheuristic Software Clustering Algorithms (SBSE), Brian Mitchell, Spiros Mancoridis

A Non-Dominated Sorting Particle Swarm Optimizer for Multiobjective Optimization (AAAA), Xiaodong Li

Emergence of Collective Behavior in Evolving Populations of Flying Agents (AAAA), Lee Spector, Jon Klein, Christopher Perry, Mark Feinstein

Finite Population Models of Co-Evolution and Its Application to Haploidy Versus Diploidy (COEV), Anthony Liekens, Huub ten Eikelder, Peter Hilbers

A Game-Theoretic Memory Mechanism for Coevolution (COEV), Sevan Ficici, Jordan Pollack



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