Selected publications by year can be found here.
Selected publications by type can be found here.
Selected publicatios by topic can be found here.
Return to my home page here
Forbes, J., and Andre, D., 2000. (AAAI Spring Symp.)
Real-time reinforcement learning in continuous domains..
Appeared in AAAI Spring Symposium on Real-Time Autonomous Systems.
This paper is available here..
An unpublished but somewhat more complete version is available here..
Andre, D., and Teller, A., 1999. (Robocup paper)
Evolving Team Darwin United..
In Asada, M. (ed) Robocup-98: Robot Soccer World Cup II. Lecture
Notes in Computer Science. Springer-Verlag
This paper is available here.
.
Dearden, R., Friedman, N., and Andre, D. 1999
(UAI99)
Model Based Bayesian Exploration
Proceedings of the 15th Conf. on Uncertainty in Artificial Intelligence.
This paper is available here.
Koza, J.R., Andre, D, Bennet, F. H, Keane, M. 1999 (book)
Genetic Programming III: Automatic Program and
Circuit Synthesis
Morgran Kaufman.
Information on this book is available here.
It can be purchased here.
Koza, J.R, Bennett, F. H, Andre, D., Keane, M. 1999 (INVITED-CHAPTER--EDC)
The design of analog circuits by means of genetic
programming.
Evolutionary Design By Computers
Bentley, Peter J. (editor) Chapter 13
This paper is available here.
Koza, John R., Bennett III, Forrest H, Andre,
David, and Keane, Martin A. 1999c. (DIMACS
Workshop paper)
Genetic Programming: Biologically Inspired Computation
that Creatively Solves Non-Trivial Problems.
Proceedings of DIMACS Workshop on Evolution as Computation, January
11 - 12, 1999, Princeton University.
This paper is available here.
Koza, John R., Bennett III, Forrest H, Andre, David, and Keane, Martin
A.. 1999 (Eurogen99-1)
Genetic programming: Turing’s third way to achieve
machine intelligence.
In Miettinen, Kaisa, Makela, Marko M., Neittaanmaki,
Pekka, and Periaux, Jacques (editors).
Evolutionary Algorithms in Engineering and
Computer Science.
Chichester, England: John Wiley & Sons. Chapter
10. Pages 185 - 197.
This paper is available here.
Bennett III, Forrest H, Keane, Martin A., Andre, David, and Koza, John
R. 1999 (Eurogen99-2)
Automatic synthesis of the topology and sizing
for analog electrical circuits using genetic programming.
In Miettinen, Kaisa, Makela, Marko M., Neittaanmaki,
Pekka, and Periaux, Jacques (editors).
Evolutionary Algorithms in Engineering and
Computer Science.
Chichester, England: John Wiley & Sons. Chapter
11. Pages 199 - 229.
This paper is available here.
Bennett III, Forrest H, Koza, John R., Keane, Martin A., and Andre,
David.1999 (AISB-99)
Genetic programming: Biologically inspired computation
that exhibits creativity in solving non-trivial problems.
Proceedings of the AISB'99 Symposium on Scientific
Creativity.
The Society for the Study of Artificial Intelligence
and Simulation of Behaviour. Pages 29 - 38.
This paper is available here.
Bennett III, Forrest H, Koza, John R., Keane, Martin A., and Andre,
David. .1999 (SCASE-99)
Darwinian programming and engineering design
using genetic programming.
Proceedings of First International Workshop
on Soft Computing Applied to Software Engineering.
Limerick, Ireland: Limerick University Press. Pages 31 - 40.
This paper is available here.
Andre, David, and Koza, John, R. 1997(journal
article, ISJ)
Exploiting the fruits of parallelism:
An implementation of parallel genetic programming
that achieves super-linear performance.
Information Science Journal, Elsevier.
A postscript preprint is available here.
Andre, David. 1998 (HRL Workshop Paper)
Learning Hierarchical Behaviors.
Hierarchical Reinforcement Learning Workshop, NIPS 1998.
The paper is available here.
Andre, David, Koza, J.R., Bennet III, F. H., Keane, M. 1998 (ICEC-98)
On the theory of designing circuits using genetic
programming and a minimum of domain knowledge.
Proceedings of the 1998 IEEE Conference on Evolutionary Computation.
Piscataway, NJ: IEEE Press. In Press.
Koza, J.R, Bennett, F. H, Andre, D., Keane, M. 1998 (ICEC-98)
Classifying proteins as extracellular using programmatic
motifs and genetic programming
Proceedings of the 1998 IEEE Conference on Evolutionary
Computation.
Piscataway, NJ: IEEE Press. In Press.
Koza, J.R, Bennett, F. H, Andre, D., Keane, M. 1998 (EP-98)
Using programmatic motifs and genetic programming
to classify protein sequences as to extracellular and membrane cellular
location.
Proceedings of Evolutionary Programming VII.
Lecture Notes in Computer Science, Volume ---.
Springer-Verlag. In Press.
Koza, J.R, Bennett, F. H, Andre, D., Keane, M. 1998 (INVITED-CHAPTER--CISE)
Automatic creation of computer programs for designing
electrical circuits using genetic programming.
Computational Intelligence in Software Engineering.
Pedrycz, Witold and Peters, James F. (editors).
World Scientific. In Press.
Koza, J.R, Bennett, F. H, Andre, D., Keane, M. 1998 (ACDM-98)
Evolutionary Design of Analog Electrical Circuits
using Genetic Programming
Proceedings of Adaptive Computing in Design and
Manufacture Conference, Plymouth, England, In Press.
Koza, John R., Bennett III, Forrest H, Hutchings, Jeffrey L., Bade,
Stephen L., Keane, Martin A., and Andre, David. (ACM-FPGA-98)
Evolving computer programs using rapidly reconfigurable
field-programmable gate arrays and genetic programming.
Proceedings of the ACM Sixth International Symposium
on Field Programmable Gate Arrays.
Andre, David. 1997. (invited chapter, HEC)
Learning and Upgrading Rules for an Optical Character
Recognition System Using Genetic Programming.
Invited chapter in Handbook of Evolutionary Computation.
Oxford University Press. In Press.
Illah Nourbakhsh, David Andre, Carlo Tomasi and Michael Genesereth.
1997 (Journal article, RAS)
Mobile Robot Obstacle Avoidance via Depth from
Focus
Robotics and Autonomous Systems.
In press.
Koza, John R., Bennett III, Forrest H, Andre, David, Keane, Martin A,
and Dunlap, Frank. 1997. (Journal article,
IEEE-TEC)
Automated synthesis of analog electrical circuits
by means of genetic programming.
IEEE Transactions on Evolutionary Computation.
1(2). Pages 109-128.
Andre, David, Friedman, Nir, and Parr, Ronald. (NIPS-97)
Generalized Prioritized Sweeping
NIPS-1997, in press.
Preprint available here.
Koza, John R., Andre, David, Bennett III, Forrest H, and Keane, Martin
A. 1997. (EP-97)
Design of a high-gain operational amplifier and
other circuits by means of genetic programming.
In Angeline, Peter J., Reynolds, Robert G., McDonnell, John R., and
Eberhart, Russ (editors).
Evolutionary Programming VI. 6th International Conference, EP97,
Indianapolis, Indiana,
Lecture Notes in Computer Science, Volume 1213.
Berlin: Springer-Verlag. 125-136.
The paper is available here.
Koza, John R., Bennett III, Forrest H, Andre, David, and Keane, Martin
A. 1996. (ACM-SAC-97)
Evolution using Genetic Programming of a Low-
Distortion 96 Decibel Operational Amplifier.
In Proceedings of ACM-SAC-1997,
New York: Association for Computing Machinery. Pages 207 - 216.
The paper is available here.
Koza, John R., Bennett III, Forrest H, Keane, Martin A., and Andre,
David 1997. (GP-97)
Evolution of a time-optimal fly-to controller
circuit using genetic programming
In Koza,J R., Deb, K, Dorigo, M, Fogel, D. B., Garzon, M, Iba, H, and
Riolo, R L(editors).
Genetic Programming 1997: Proceedings of the Second Annual Conference
San Francisco, CA: Morgan Kaufmann. 207-212.
The paper is available here.
Koza, John R., Bennett III, Forrest H, Keane, Martin A., and Andre,
David. 1997. (CIRA-97)
Automatic programming of a time-optimal robot
controller and an analog electrical circuit
to implement the robot controller by means of
genetic programming.
Proceedings of 1997 IEEE International Symposium on
Computational Intelligence in Robotics andAutomation.
Los Alamitos, CA; Computer Society Press. Pages 340 - 346.
The paper is available here.
Koza, J R., Bennett III, F H, Lohn, J, Dunlap, F, Andre, David, and
Keane, M A. 1997. (ICEC-97)
Automated synthesis of computational circuits
using genetic programming.
Proceedings of the 1997 IEEE Conference on Evolutionary Computation.
Piscataway, NJ: IEEE Press. 447-452.
The paper is available here.
Koza, J R., Bennett III, F H, Lohn, J, Dunlap, F, Andre, David, and
Keane, M A. 1997. (FEA-97)
Evolution of a tri-state frequency discriminator
for the source identification problem using genetic programming.
In Wang, Paul P. (editor).
Proceedings of Joint Conference of Information Sciences. Volume I.
Pages 95-99.
The paper is available here.
Koza, J R., Bennett III, F H, Lohn, J, Dunlap, F, Andre, D, and Keane,
M A. 1997. (GP-97)
Use of architecture-altering operations to dynamically
adapt a three-way analog source identification circuit to accommodate a
new source.
In Koza, J R., Deb, K, Dorigo, M, Fogel, D B., Garzon, M, Iba, H, and
Riolo, R L. (editors).
Genetic Programming 1997: Proceedings of the Second Annual Conference,
Stanford University. San Francisco, CA: Morgan Kaufmann. 213-221.
The paper is available here.
Teller, Astro, and Andre, David. 1997 (GP-97)
Automatically Choosing the Number of Fitness
Cases: The Rational Allocation of Trials
Second International Conference on Genetic Programming 1997.
Morgan Kauffman.
The paper is available here.
Koza, J R., Bennett III, F H, Hutchings, J L., Bade, S L., Keane, M
A., and Andre, David. 1997. (GP-97)
Rapidly reconfigurable field-programmable gate
arrays for accelerating fitness evaluation in genetic programming.
In Koza, John R. (editor). Late Breaking Papers at the Genetic Programming
1997
Conference, Stanford University, July 13-16, 1997.
Stanford, CA: Stanford University Bookstore. Pages 121 - 131.
The paper is available here.
Andre, David, Bennett III, Forrest H, Koza, John. 1997. (IJCAI-97)
Exceeding Human Performance on the Majority Classification
Problem: A responseto AAAI-96 Challenge #8
IJCAI-97 poster presentation.
Andre, David, and Koza, John R. 1996. (AiGP-II)
Parallel genetic programming: A scalable implementation
using the transputer network architecture.
In Angeline, Peter J. and Kinnear, Kenneth E. Jr. (editors).
Advances in Genetic Programming 2.
Cambridge, MA: The MIT Press. Chapter 18.
Andre, David, and Teller, Astro. 1996. (GP-96)
A Study in Program Response and the Negative
Effects of Introns in Genetic Programming.
In Koza, John R., Goldberg, David E., Fogel, David B., and Riolo, Rick
L. (editors).
Genetic Programming 1996: Proceedings of the First Annual Conference,
July 28-31, 1996, Stanford University. Cambridge, MA: MIT Press.
This paper is available here.
Andre, David, Bennett III, Forrest H, and Koza, John R. 1996. (ALIFE-96)
Evolution of intricate long-distance communication
signals in cellular automata using genetic programming.
In Artificial Life V: Proceedings of the Fifth International Workshop
on the Synthesis and Simulation of Living Systems.
Cambridge, MA: The MIT Press.
The paper is available here.
Andre, David, Bennett III, Forrest H, and Koza, John R. 1996. (GP-96)
Discovery by genetic programming of a cellular
automata rule that is better than any known rule for the majority classification
problem.
In Koza, John R., Goldberg, David E., Fogel, David B., and Riolo, Rick
L. (editors).
Genetic Programming 1996: Proceedings of the First Annual Conference,
July 28-31, 1996, Stanford University. Cambridge, MA: MIT Press. In
Press.
The paper is available here.
Koza, John R. and Andre, David. 1996. (ECTA, book
chapter)
Automatic discovery of protein motifs using genetic
programming.
In Yao, Xin (editor).
Evolutionary Computation: Theory and Applications.
Singapore: World Scientific.
Koza, John R. and Andre, David. 1996. (AiGP-II)
Classifying Protein Segments as Transmembrane
Domains Using Architecture-Altering Operations in Genetic Programming.
In Angeline, Peter J. and Kinnear, Kenneth E. Jr. (editors).
Advances in Genetic Programming II.
Cambridge, MA: The MIT Press.
The paper is available here.
Koza, John R. and Andre, David. 1996. (EP-96)
Evolution of iteration in genetic programming.
In Fogel, Lawrence J., Angeline, Peter J. and Baeck, T.
Evolutionary Programming V: Proceedings of the Fifth Annual Conference
on Evolutionary Programming.
Cambridge, MA: The MIT Press.
The paper is available here.
Koza, John R. and Andre, David. 1996. (PSB 96)
A case study where biology inspired a solution
to a computer science problem.
In Hunter, Lawrence and Klein, Teri E. (editors).
Pacific Symposium on Biocomputing '96.
Singapore: World Scientific. Pages 500-511.
Koza, John R., Andre, David, Bennett III, Forrest H, and Keane, Martin
A. 1996. (GP-96)
Use of automatically defined functions and architecture-altering
operations in automated circuit synthesis using genetic programming.
In Koza, John R., Goldberg, David E., Fogel, David B., and Riolo, Rick
L. (editors).
Genetic Programming 1996: Proceedings of the First Annual Conference,
July 28-31, 1996, Stanford University. Cambridge, MA: The MIT Press.
The paper is available here.
Koza, John R., Bennett III, Forrest H, Andre, David, and Keane, Martin
A. 1996. (IEEE-ICEC-96)
Four problems for which a computer program evolved
by genetic programming is competitive with human performance.
Proceedings of the 1996 IEEE International Conference
on Evolutionary Computation.
IEEE Press. Pages 1-10.
The paper is available here.
Koza, John R., Bennett III, Forrest H, Andre, David, and Keane, Martin
A. 1996. (GP-96)
Automated WYWIWYG design of both the topology
and component values of analog electrical circuits using genetic programming.
In Koza, John R., Goldberg, David E., Fogel, David B., and Riolo, Rick
L. (editors).
Genetic Programming 1996: Proceedings of the First Annual Conference,
July 28-31, 1996, Stanford University. Cambridge, MA: The MIT Press.
The paper is available here.
Koza, John R., Bennett III, Forrest H, Andre, David, and Keane, Martin
A. 1996. (Evolvable-Hardware: ICES-96)
Evolution of a 60 Decibel op amp using genetic
programming.
In Proceedings of International Conference on Evolvable Systems:
From Biology to Hardware .
Lecture Notes in Computer Science, Volume 1259. Berlin: Springer-Verlag.
Pages 455-469.
The paper is available here.
Koza, John R., Bennett III, Forrest H, Andre, David, and Keane, Martin
A. 1996. (Evolvable-Hardware: ICES-96)
Reuse, parameterized reuse, and hierarchical
reuse of substructures in evolving electrical circuits using genetic programming.
In Proceedings of International Conference on Evolvable Systems:
From Biology to Hardware .
Lecture Notes in Computer Science, Volume 1259. Berlin: Springer-Verlag.
Pages 312-326.
The paper is available here.
Koza, John R., Bennett III, Forrest H, Andre, David, and Keane, Martin
A. 1996. (ALIFE-96)
Toward evolution of electronic animals using
genetic programming.
Artificial Life V: Proceedings of the Fifth International Workshop
on the Synthesis and Simulation of Living Systems.
Cambridge, MA: The MIT Press.
The paper is available here.
Koza, John R., Bennett III, Forrest H, Andre, David, and Keane, Martin
A. 1996. (AID-96)
Automated design of both the topology and sizing
of analog electrical circuits using genetic programming.
In Gero, John S. and Sudweeks, Fay (editors).
Artificial Intelligence in Design '96.
Dordrecht: Kluwer Academic Publishers. 151-170.
Koza, John R., Andre, David, Bennett III, Forrest H, and Keane, Martin
A. 1996. (Japan-China Workship)
Design of a 96 Decibel operational amplifier
and other problems for which a computer program evolved by genetic pogramming
is competitive with human performance.
In Gen, Mitsuo and Zu, Weixuan (editors).
Proceedings of l996 Japan-China Joint International Workshop on
Information Systems.
Ashikaga: Ashikaga Institute of Technology. Pages 30 - 49.
The paper is available here.
Koza, John R., Bennett III, Forrest H, and Andre, David
A. 1996. (patent)
Method and appartus for automated design of complex
structures using genetic programming
U.S. Patent number 5867397, awarded Feb 2, 1999.
Nourbakhsh, I. and Andre, David. 1996. (patent)
Generating Categorical Depth Maps Using Passive
Defocus Sensing.
U.S. Patent number 5793900, awarded Aug 11, 1998.
Koza, John R., Andre, David, Bennett III, Forrest H, and Keane, Martin
A. 1996. (GP-96)
Evolution of a low-distortion, low-bias 60 decibel
op amp with good frequency generalization using genetic programming.
In Koza, John R. (editor). Late Breaking Papers at the Genetic Programming
1996 Conference.
Stanford, CA: Stanford University Bookstore. Pages 94-100.
The paper is available here.
Andre, David. 1995. (ICGA-95)
The Evolution of Agents that Build Mental Models
and Create Simple Plans Using Genetic Programming.
In Eshelman, Larry J. (editor).
Proceedings of the Sixth International Conference on Genetic Algorithms.
San Francisco, CA: Morgan Kaufmann Publishers.
Koza, John R. and Andre, David. 1995. (AAAI-Fall-Symp)
Automated discovery of protein motifs with genetic
programming.
In Siegel, Eric (editor).
Proceedings of AAAI-95 Fall Symposium Series - Genetic Programming.
Menlo Park, CA: AAAI Press.
Koza, John R. and Andre, David. 1995. (AAAI-Fall-Symp)
Evolution of both the architecture and the sequence
of work-performing steps of a computer program using genetic programming
with architecture-altering operations.
In Siegel, Eric (editor).
Proceedings of AAAI-95 Fall Symposium Series -- Genetic Programming.
Menlo Park, CA: AAAI Press.
Andre, David and Koza, John R. 1995. (ML95-GP-Workshop)
Parallel genetic programming on a network of
transputers.
In Rosca, Justinian (editor).
Proceedings of the Workshop on Genetic Programming: From Theory
to Real-World Applications.
University of Rochester. National Resource Laboratory for the Study
of Brain and Behavior. Technical Report 95-2. June 1995. Pages 111-120.
Koza, John R. and Andre, David. 1995. (ML95-GP-Workshop)
Automatic discovery using genetic programming
of an unknown-sized detector of protein motifs containing repeatedly-used
subexpressions.
In Rosca, Justinian (editor).
Proceedings of the Workshop on Genetic Programming: From Theory
to Real-World Applications.
University of Rochester. National Resource Laboratory for the Study
of Brain and Behavior. Technical Report 95-2. June 1995. Pages 89-97.
Koza, John R. and Andre, David. 1995. (Stanford-TR)
Parallel Genetic Programming on a Network
of Transputers.
Stanford University Computer Science Department technical report stan-cs-tr-95-1542.
January 30, 1995.
abstract
post
script file
Andre, David. 1994. (IEEE-ICEC-94)
Evolution of map making: Learning, planning,
and memory using genetic programming.
Proceedings of the First IEEE Conference on Evolutionary Computation.
IEEE Press. Volume I. Page 250-255.
click
here for abstract
click
here for .ps file
Andre, David. 1994. (IEEE-ICEC-94)
Learning and upgrading rules for an OCR system
using genetic programming.
Proceedings of the First IEEE Conference on Evolutionary Computation.
IEEE Press. Volume I. Pages 462-467.
abstract
postscript
file
Andre, David. 1994. (BS thesis)
Artificial Evolution of Intelligence: Lessons
from natural evolution: An illustrative approach using Genetic Programming.
BS Honors Thesis. Stanford University. Symbolic Systems Program.
abstract
postscript
file
Andre, David. 1994. (BA thesis)
Acquisistion of biological knowledge: the
effect of familiarity on induction.
BA Honors Thesis. Stanford University. Psychology Department.
Koza, J.R., Andre, David, and Tacket, W. A. 1994. (patent)
Simultaneous Evolution of the Architecture
of a Multi-Part Program to Solve a Problem Using Architecture Altering
Operations.
U. S. Patent application number 5742738, awarded April 21, 1998, also
U. S. Patent application number 6058385, awarded May 2, 2000.
