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 Spring 1993 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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Stock Price Prediction with Genetic Programming Vadim Akselrod...................................................................................... |
1 |
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Automatically Defined
Features - The Simultaneous Evolution of 2-Dimensional Feature Detectors and
an Algorithm for Using Them David Andre.......................................................................................... |
11 |
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An Application of Genetic
Algorithms to Optimal Triangulation Timothy J. Barth..................................................................................... |
21 |
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A Genetic Algorithm
Optimization of a Simulated Annealing Solution to the Quadratic Assignment
Problem James R. Bradley.................................................................................... |
30 |
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DNA Restriction
Fragment Map Assembly with Genetic Algorithms Walter Cedeno........................................................................................ |
40 |
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A Genetic Approach
to the Cable Harness Routing Problem Andrew B. Conru.................................................................................... |
50 |
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A Procedural
Approach to Programming with Genetic Operations David Engberg........................................................................................ |
60 |
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Wolf's Dilemma and
the Evolution of Trust Avrom Faderman..................................................................................... |
70 |
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Genetic Algorithm
Assisted Integrated Circuit Design Elliot Furman......................................................................................... |
78 |
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Genetically
Enhanced Traffic Lights: Adaptive and Collaborative Behavior Patrice O. Gautier.................................................................................... |
89 |
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Development of Optimal
Game Playing Strategies for Blackjack Using the Genetic Programming Paradigm Michael R. Gryk..................................................................................... |
96 |
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Selection of a Detector
Set for Character Recognition Using Genetic Algorithm Gregor Hohpe........................................................................................ |
106 |
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Solving the Boolean
6-Multiplexer Problem with Genetic Algorithm Co-Evolution Kent J. Kostuk....................................................................................... |
117 |
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Discovering
Dynamically Optimal Structures Using Genetic Programming Apostolos Lerios..................................................................................... |
125 |
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Bach in a Box: The
Evolution of Four Part Baroque Harmony Using the Genetic Algorithm Ryan A. Mc Intyre................................................................................... |
135 |
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The Role of
Enforced Population Diversity in Applying Genetic Algorithms to Constraint
Satisfaction Spencer Menlove..................................................................................... |
145 |
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Motion Planning
Using Genetic Programming for Solutions of Specific Problems and Finding a
General Path Plan Greg L.
Pelts......................................................................................... |
155 |
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Encoding of the
Letter of English into Series of Dots and Dashes Similar to Morse Code Joshua M. Powers................................................................................... |
165 |
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Shape Recognition
Using the Genetic Algorithm Martin Reinfried...................................................................................... |
177 |
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The Evolution of
Minimal Spanning Trees Using Genetic Algorithms Samir Saxena......................................................................................... |
187 |
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Automatic
Generation of Protocols for Shared Processor Environments Kevin F. Smith....................................................................................... |
195 |
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The Evolution of Mental
Models Astro Teller........................................................................................... |
205 |
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Division of Labor
in the Central Place Foraging Behavior Problem Angel Velez-Sosa.................................................................................... |
217 |
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Applying Genetic
Algorithms to A Stochastic Inventory Control Problem Fereydoon Safai...................................................................................... |
226 |
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Appendix I - Course
Materials and Selected Examination Papers............... |
237 |
· 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