This page contains links to PDF files for the papers written by students describing their term projects in John Koza’s course on genetic algorithms and genetic programming at Stanford University (CS 426 / BMI 226) in Fall 1994 quarter.
This volume is in the Mathematics and Computer Science Library in the Main Quad at Stanford University.
These papers are available in book form from the Stanford University Bookstore by calling 650-329-1217 or 800-533-2670 or by writing Stanford Bookstore, Stanford University, Stanford, California 94305-3079 USA. The E-Mail address of the bookstore for mail orders is mailorder@bookstore.stanford.edu. Be sure to refer to "Custom Publishing" when ordering these items to avoid confusion and to mention the ISBN number (or Stanford Bookstore order number), the exact title.
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TOPE and Magic Squares: A Simple GA Approach to Combinatorial
Optimization by David H. Ardell |
1 |
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Circuit Synthesis through Genetic Programming by Brett W. Coon |
11 |
|
Evolution of Damage-Immune Programs using Genetic Programming by Andrew Dickinson |
21 |
|
Trend Prediction in Financial Time Series by Jason T. Eglit |
31 |
|
|
41 |
|
Exploring the Underlying Structure of Natural Images Through Genetic
Programming by Benjamin M. Gordon |
49 |
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Evolving Cellular Automata Using a Two-Dimensional Genetic Algorithm by Kevin Henry |
57 |
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The Genetic Query Optimizer by Alex Ho and George Lumpkin |
67 |
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Simple Memory Models and the Concept of Self in the Game of
Concentration by Todd Krein |
77 |
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Evolution of Trade Strategies Using Genetic Algorithms and Genetic
Programming by Brian Lent |
87 |
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Terrain Flattening by Autonomous Robot: A Genetic Programming
Application by Christopher G. Lott |
99 |
|
Feasibility of Evolving Self-Learned Pattern Recognition Applied
Toward the solution of a Constrained System using Genetic Programming by
Shermann L. Min |
110 |
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Concurrent Evolution of Territory-Defining Behavior in Birds Using
Genetic Programming by Julie Segal |
120 |
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Instruction Scheduling on Multiprocessors Using a Genetic Algorithm by Alexandru Seibulescu |
130 |
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A New Paradigm for Genetic Algorithms: Multidimensional Chromosomes by Brian Smith |
140 |
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Distributed Genetic Programming for On-Line Prediction in Changing
Environments by Steven Spitz |
150 |
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Evolution by Genetic Programming of a Spatial Robot Juggling Control
Algorithm by Stewart N. Taylor |
160 |
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Detector Design by Genetic Programming for Automated Border
Definition in Cardiac Magnetic Resonance Images by Daniel R. Thedens |
170 |
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Stock Price Time Series Prediction Using Genetic Programming by Mark
A. Warren |
180 |
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Context-Free Language induction by Evolution of Deterministic
Push-Down Automata Using Genetic Programming by Afra Zomorodian |
184 |
|
Appendix - Course Materials |
194 |
· The home page of Genetic Programming Inc. at www.genetic-programming.com.
· For information about the field of genetic programming in general, visit www.genetic-programming.org
· The home page of John R. Koza at Genetic Programming Inc. (including online versions of most papers) and the home page of John R. Koza at Stanford University
· For information about John Koza’s course on genetic algorithms and genetic programming at Stanford University
· Information about the 1992 book Genetic Programming: On the Programming of Computers by Means of Natural Selection, the 1994 book Genetic Programming II: Automatic Discovery of Reusable Programs, the 1999 book Genetic Programming III: Darwinian Invention and Problem Solving, and the 2003 book Genetic Programming IV: Routine Human-Competitive Machine Intelligence. Click here to read chapter 1 of Genetic Programming IV book in PDF format.
· For information on 3,198
papers (many on-line) on genetic programming (as of June 27, 2003) by over 900
authors, see William
Langdon’s bibliography on genetic programming.
· For information on the Genetic Programming and Evolvable Machines journal published by Kluwer Academic Publishers
· For information on the Genetic Programming book series from Kluwer Academic Publishers, see the Call For Book Proposals
· For information about the
annual Genetic and
Evolutionary Computation (GECCO) conference (which includes the annual
GP conference) to be held on June 26–30, 2004 (Saturday – Wednesday) in Seattle
and its sponsoring organization, the International Society for Genetic and
Evolutionary Computation (ISGEC).
For information about the annual Euro-Genetic-Programming
Conference to be held on April 5-7, 2004 (Monday – Wednesday) at the
University of Coimbra in Coimbra Portugal. For information about the
2003 and 2004 Genetic
Programming Theory and Practice (GPTP) workshops held at the University
of Michigan in Ann Arbor. For information about Asia-Pacific
Workshop on Genetic Programming (ASPGP03) to be held in Canberra, Australia on December
8, 2003. For information about the annual NASA/DoD Conference on
Evolvable Hardware Conference (EH) to be held on June 24-26
(Thursday-Saturday), 2004 in Seattle.
Last updated on December 7, 2003