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Genetic Programming Theory Practice 2004 Workshop (GPTP-2004)
The Center for the Study of Complex Systems (CSCS) at the University of
Michigan is hosting an invitation-only workhop:
Genetic Programming Theory and Practice
13-15 May, 2004.
This workshop will focus on how theory can inform practice and what
practice reveals about theory. The goal is to evaluate the
state-of-the-art in genetic programming by discussing different
theories and their value to practitioners of the art and to review
problems and observations from practice that challenge existing theory.
This will be a small, invitation-only workshop on the campus of the
University of Michigan in Ann Arbor. The workshop format is
informal with plenty of time for discussion.
Keynote speakers include Lawarence (Dave) Davis, Jordan Pollack
and Richard Lenski.
Below is the list of all papers to be presented at the Workshop, along
with their authors and affiliations.
The papers below are being published as chapters
in the following book:
Genetic Programming Theory and Practice
Rick Riolo and
Bill Worzel (eds.)
Kluwer Publishers, Boston, MA. 2003
Which is available in Fall 2004 at:
Springer Online Pages.
Acknowledgements
We would like to gratefully acknowledge the generous contributions
made by the following organizations:
- Third Millenium
- State Street Global Advisors, Boston, MA
- Biocomputing and Developmental Systems Group, CSIS, University of Limerick
- Dow Chemical, Core R&D/Physical Sciences
- Christopher T. May, RedQueen Capital Management
which made this Workshop possible.
We would also like to acknowledge the support of The Center for
the Study of Complex Systems (CSCS) and its director, Carl Simon.
Workshop Talk titles, authors and schedule.
Thursday, 2003 May 13
Keynote Talk:
Lessons Learned from Real-world EC Projects.
David Davis, NuTech Solutions, Inc.
Morning Session:
- Using Genetic Programming with Lambda Abstraction to Find Technical Trading Rules.
- Tina Yu1, Shu-Hen Chen2 and
Tzu-Wen Kuo2
1 ChevronTexaco Information Technology Company,
2 National Chengchi University, Taiwan
- Using Genetic Programming in Industrial Statistical Model Building.
- Flor Castillo, Arthur Kordon,
Jeff Sweeney and Wayne Zirk
Dow Chemical Company
Afternoon Session #1
- Population Sizing for Genetic Programming based on Decision Making.
- Kumara Sastry1, Una-May O'Reilly2 and
David E. Goldberg1
1Univ. of Illinois,
2CSAIL, MIT
- Considering the Roles of Structure in Problem Solving by a Computer.
- Jason Daida
University of Michigan
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Afternoon Session #2
- Lessons Learned Using Genetic Programming in a Stock Picking Context.
- Michael Caplan and Ying Becker.
State Street Global Advisors (SSgA)
- Favorable Biasing of Function Sets Using Run Transferable Libraries.
- Conor Ryan1, Maarten Keijzer2 and
Mike Cattolico3
1Univ of Limerick,
2KiQ Ltd, Amsterdam,
3Tiger Mountain Scientific, Inc.
Friday, 2003 May 14
Keynote Talk:
Recent Results in Coevolution
Jordan Pollach, Brandeis University
Morning Session:
- Towards Industrial Strength Automated Design of Analog Electrical Circuits by Means of Genetic Programming
- John R. Koza1, Lee W. Jones2,
Martin A. Keane3, Mathhew J. Streeter4
and Sameer H. Al-Sakran1
1Standord University,
2Genetic Programming, Inc.,
3Econometrics, Inc.,
4Carnegie Mellon University
- Topological Synthesis of Robust Dynamic Systems by Sustainable Genetic Programming
- Jianjun Hu and Erik Goodman.
Michigan State University
Afternoon Session #1
- Does Genetic Programming Inherently Adopt Structured Design Techniques?
- John M. Hall1 and Terence Soule2.
1Hewlett-Packard,
2University of Idaho
- Genetic Programming of an Algorithmic Chemistry.
- W. Banzhaf1 and C. Lasarczyk2.
1Memorial University of Newfoundland, St. John's, Canada,
2University of Dortmund, Germany
- ACGP: Adaptable Constrained Genetic Programming.
- Cezary Z. Janikow
University of Missouri
Afternoon Session #2
- Using a Genetic Program to Search for Supply Chain Reordering.
- Scott A. Moore and Kurt DeMaagd.
School of Business, University of Michigan.
- ACGP: Adaptable Constrained Genetic Programming.
- Cezary Z. Janikow
Univ. of Missouri
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- Post Docking Filtering Using Cartesian Genetic Programming.
- A. Beatriz Garmendia-Doval1, Julian Miller2 and
S. David Morley3
1Quality Objects Ltd., Madrid, Spain,
2Enspiral Discovery Ltd,
3University of York, England
Saturday, 2003 May 15
Keynote:
Using Digital Organisms as an Experimental Model for Studying Evolution.
Richard Lenski, Michigan State University
Morning Session:
- Listening to Data: Tuning a Genetic Programming System.
- C.D. MacLean, Eric A. Wollesen, Bill Worzel.
Genetics Squared, Inc.
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- Incident Detection on Highways.
- Daniel Howard and Simon C. Roberts.
QinetiQ Ltd, Malvern, UK
Afternoon Session #1
- Pareto-Front Exploitation in Symbolic Regression.
- Guido Smits and Mark Kotanchek.
Dow Chemical Company
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- Evolutionary Antenna Design for a NASA Spacecraft.
- Jason Lohn1, Gregory Hornby1 and
Derek Linden2.
1NASA Ames Research Center,
2Linden Innovation Research LLC
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