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Publications
Selected Papers
2004
A. Globus, G. Hornby, G. Larchev, M. Hancher, H. Cannon, J. Lohn,
Teleoperated Modular Robots for Lunar
Operations, Proc. AIAA 1st Intelligent Systems Technical
Conference, September, 2004.
 13,704K
J. D. Lohn, D. S. Linden, G. S. Hornby, W. F. Kraus, A. Rodriguez,
S. Seufert, Evolutionary Design of an X-Band
Antenna for NASA's Space Technology 5 Mission, Proc. 2004
IEEE Antenna and Propagation Society International Symposium and
USNC/URSI National Radio Science Meeting, Vol. 3, pp. 2313-2316,
2004.
102K
A. Globus, J. Crawford, J. Lohn, A. Pryor, A
Comparison of Techniques for Scheduling Earth Observing
Satellites, Proc. Sixteenth Innovative Applications of Artificial
Intelligence Conference (IAAI-04), San Jose, July, 2004.
183K
G. S. Hornby. Functional Scalability through
Generative Representations: the Evolution of Table Designs,
Environment and Planning B: Planning and Design,
31:4, pages 569-587, July 2004.
1.6M,
PS.gz 2.6M,
PS 8.5M.
G. S. Hornby. Shortcomings with Tree-structured
Edge Encodings for Neural Networks,
Genetic and Evolutionary Computation
Conference, pages 495-506, Seattle, WA, June 26-30, 2004.
Nominated for: Best Paper, GP Track.
283K,
PS.gz 1.1M,
PS 4.8M.
M. French, P. Graham, M. Wirthlin, G. Larchev, P. Bellows, and
Brian Schott, Design Tools for
Reconfigurable Hardware in Orbit, Fourth Annual Earth
Science Technology Conference (ESTC-2004), June 22-24, Palo Alto,
CA, 2004.
353K
J. D. Lohn, G. S. Hornby, D. S. Linden, An
Evolved Antenna for Deployment on NASA's Space Technology 5
Mission, Genetic Programming Theory Practice 2004 Workshop
(GPTP-2004), May 2004.
234K
G.V. Larchev, J. D. Lohn, Hardware-in-the-Loop Evolution of a 3-bit
Multiplier, Proc. 12th Annual IEEE Symposium on
Field-Programmable Custom Computing Machines (FCCM-2004),
pp. 277-278, April, 2004.
86K
2003
A. Globus, J. Crawford, J. Lohn, and A. Pryor.
Scheduling Earth Observing Satellites with
Evolutionary Algorithms,
International Conference on Space Mission Challenges for
Information Technology
(SMC-IT), 2003.
114K
A. Globus, E. Ricks, M. Menon and D. Srivastava.
Evolving Molecular Force Field Parameters
for Si and Ge, Proc. of the 2003 Nanotechnology Conference
and Trade Show, Feb. 23-27, San Francisco, CA. 2003.
97K
G. S. Hornby. Generative Representations for
Evolving Families of Designs, Genetic and Evolutionary Computation
Conference, pages 1678-1689, Chicago, IL, July, 2003.
Nominated for: Best Paper, GP Track.
248K,
PS.gz 184K,
PS 942K.
G. S. Hornby, H. Lipson and J. B. Pollack.
Generative Representations for the Automated Design of
Modular Physical Robots,
IEEE Transactions on Robotics and Automation, volume 19, number 4, pages 703-719,
2003.
Available
from IEEE Xplore.
G. S. Hornby. Creating Complex Building Blocks through
Generative Representations,
AAAI Spring Symposium: Computational Synthesis: From Basic Building Blocks to
High Level Functionality; TR SS-03-02, pages 98-105, AAAI Press, 2003.
J. Lohn, J. Crawford, A. Globus, G. Hornby, W. Kraus, G. Larchev,
A. Pryor, and D. Sriviastava.
Evolvable Systems for Space Applications,
International Conference on Space Mission Challenges for Information Technology
(SMC-IT), 2003.
290K
J. Lohn, G. Larchev and R. DeMara.
Evolutionary Fault Recovery in a Virtex FPGA Using a
Representation That Incorporates Routing,
10th Reconfigurable Architectures Workshop
RAW 2003, Nice France, April 2003.
162K
J. Lohn, G. Larchev and R. DeMara.
A Genetic Representation for Evolutionary Fault Recovery in
Virtex FPGAs,
The 5th International Conference on Evolvable Systems
(ICES 2003), Trondheim, Norway, March 2003.
161K
2002
A. Globus, J. Crawford, J. Lohn, and R. Morris.
Scheduling Earth Observing Fleets Using Evolutionary
Algorithms: Problem Description and Approach,
Proc. of the Third International NASA Workshop on Planning and Scheduling
for Space, Houston, Texas, 27-29 Oct., 2002.
67K
A. Globus, M. Menon and D. Srivastava.
JavaGenes: Evolving Molecular Force Field Parameters
with Genetic Algorithm,
Computer Modeling in Engineering and Science, volume 3, number 5, pages 557-574,
2002.
A. Globus, M. Menon and D. Srivastava.
Enabling Computational Nanotechnology through JaveGenes
in a Cycle Scavenging Environment, July 2002.
Note the PDF and HTML versions have bugs caused by the MS conversion software.
403K,
MS Word 155K,
HTML.
J.D. Lohn, W.F. Kraus, D.S. Linden. Evolutionary
Optimization of a Quadrifilar Helical Antenna, Proc. of the IEEE
AP-S International Symposium and USNC/URSI National Radio Science Meeting,
vol. 3, June, 2002, pp. 814-817.
289K
J.D. Lohn, W.F.
Kraus, G.L. Haith. Comparing a Coevolutionary
Genetic Algorithm for Multiobjective Optimization, Proc. of the
2002 IEEE Congress on Evolutionary Computation, May, 2002, pp. 1157-1162.
229K
2001
A. Globus.
Towards 100,000 CPU Cycle-Scavenging by Genetic Algorithms,
NAS technical report NAS-0-011, October, 2001.
A. Globus, C. Bauschlicher, S. Johan and D. Srivastava.
JavaGenes: Evolving Molecular Force Field Parameters,
oral presentation at the Ninth Foresight Conference on Molecular Nanotechnology,
Santa Clara, CA, 9-11 November 2001.
HTML.
A. Globus, J. Lawton, and T. Wipke.
Graph Crossover,
Proc. of the Genetic and Evolutionary Computation Conference, eds L. Spector et al.,
San Francisco, CA, Morgan Kaufmann Publishers, page 761, 2001.
J.D.
Lohn, W.F. Kraus, S.P. Colombano. Evolutionary
Optimization of Yagi-Uda Antennas, Proc. of the Fourth International
Conference on Evolvable Systems, Tokyo, October 3-5, 2001, pp. 236-243.
362K
2000
A. Globus, S. Atsatt, J. Lawton, and T. Wipke.
JavaGenes: Evolving Graphs with Crossover, 2000.
HTML.
A. Globus, E. Langhirt, M. Livny, R. Ramamurthy, M. Solomon and S. Traugott.
JavaGenes and Condor: Cycle-Scavenging Genetic Algorithms,
Java Grande 2000, sponsored by ACM SIGPLAN, San Francisco, CA, 3-4 June, 2000.
HTML.
J.D. Lohn, G.L. Haith,
S.P. Colombano, D. Stassinopoulos. Towards Evolving
Electronic Circuits for Autonomous Space Applications, Proc.
of the 2000 IEEE Aerospace Conference, Big Sky, MT, March 18-25, 2000.
358K
J.D. Lohn, S.P. Colombano,
G.L. Haith, D. Stassinopoulos. A Parallel Genetic
Algorithm for Automated Electronic Circuit Design, Proc. of the
Computational Aerosciences Workshop, NASA Ames Research Center, February,
2000.
120K
J.D. Lohn. GA
Synthesis of Circuits Using a Linear Representation, NASA Tech
Briefs, Vol 24, No. 12, December 2000, pg. 40.
158K
J.D. Lohn, J.A. Reggia.
Exploring the Design Space of Artificial Self-Replicating
Structures Evolution of Engineering and Information Systems and
Their Applications, L.C. Jain (Ed), CRC Press, 2000, pp. 67-103.
199K
1999
A. Globus, J. Lawton, and T. Wipke.
Automatic Molecular Design Using Evolutionary Techniques,
Sixth Foresight Conference on
Molecular Nanotechnology, Sunnyvale, CA, November, 1998 and
Nanotechnology, Volume 10, Number 3, pp. 290-299, September 1999.
HTML.
J.D. Lohn, G.L. Haith,
S.P. Colombano, D. Stassinopoulos. A Comparison
of Dynamic Fitness Schedules for Evolutionary Design of Amplifiers,
Proc. of the First NASA/DoD Workshop on Evolvable Hardware, Pasadena,
CA, IEEE Computer Society Press, 1999, pp. 87-92.
281K
G.L. Haith, S.P.
Colombano, J.D. Lohn, D. Stassinopoulos. Coevolution
for Problem Simplification, Proc. of the Genetic and Evolutionary
Computation Conference, Morgan Kaufmann Publishers, 1999, pp. 244-251.
184K
J.D. Lohn, S.P.
Colombano. A Circuit Representation Technique
for Automated Circuit Design, IEEE Transactions on Evolutionary
Computation, vol. 3, no. 3, 1999, pp. 205-219.
366K
J.D. Lohn. Experiments
on Evolving Software Models of Analog Circuits,Communications
of the ACM, Special issue on evolvable hardware, April 1999, pp. 67-69.
158K
1998
J.D. Lohn, G.L.
Haith, S.P. Colombano. Two Electromechanical Models
of Self-Assembly, Proc. of the Sixth Foresight Conference on
Molecular Nanotechnology, 1998.
397K
D. Stassinopoulos,
S.P. Colombano. J.D. Lohn, G.L. Haith, J. Scargle, and S. Liang, Spatial
Autocatalytic Dynamics: An Approach to Modelling Prebiotic Evolution
Proc. of the 1998 International Conference of Complex Systems, Nashua,
NH.
1642K
J.D. Lohn, S.P.
Colombano. Automated Analog Circuit Synthesis
using a Linear Representation, Proc. of the Second Int'l Conf
on Evolvable Systems: From Biology to Hardware, Springer-Verlag, Berlin,
1998, pp. 125-133.
101K
J.A. Reggia, J.D.
Lohn, H.H. Chou. Self-replicating Structures:
Evolution, Emergence, and Computation, Artificial Life, vol.
4, no.3, 1998, pp. 283-302.
208K
J.D. Lohn, S.P.
Colombano, J. Scargle, D. Stassinopoulos, G. L. Haith. Evolution
of Catalytic Reaction Sets using Genetic Algorithms, IEEE International
Conference on Evolutionary Computation, 1998, pp. 487-492.
183K
J.A. Reggia, H.-H.
Chou, and J.D. Lohn. Cellular Automata Models
of Self-Replicating Systems, in Advances in Computers, M. Zelkowitz
(ed), vol. 47, Academic Press, New York, 1998, pp.141-183.
289K
1997
J.D. Lohn, J.A.
Reggia. Automatic Discovery of Self-Replicating
Structures in Cellular Automata, IEEE Transactions on Evolutionary
Computation, vol. 1, no. 3, 1997, pp. 165-178.
208K
J.R. Koza, F.H.
Bennett, J.D. Lohn, F. Dunlap, M.A. Keane, D. Andre, Use
of Architecture-Altering Operations to Dynamically Adapt a Three-Way
Analog Source Identification Circuit to Accommodate a New Source,
in Genetic Programming 1997 Conference, J.R. Koza, K.Deb, M.Dorigo,
D.B. Fogel, M. Garzon, H. Iba, and R.L. Riolo, (eds), Morgan Kaufmann,
1997, pp. 213--221.
259K
J.R. Koza, F.H.
Bennett, J.D. Lohn, F. Dunlap, D. Andre, M.A. Keane, Automated
Synthesis of Computational Circuits using Genetic Programming,
1997 IEEE International Conference on Evolutionary Computation, IEEE
Press, Piscataway, NJ, 1997, pp. 447--452.
77K
J.R. Koza, F.H.
Bennett, J.D. Lohn, F. Dunlap, D. Andre, M.A. Keane, 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, 1997,
pp. 95--99.
87K
Selected
Talks and Writings
Novel
Approaches in Automated Design: Evolution of Circuit and Molecular Designs,
Invited talk given at the 1999 SRC/NASA Self-Assembly for Nanoelectronics
Workshop, NASA Ames Research Center, November, 1999.
Artificial Evolution of Analog Circuits,
Invited talk given as part of the Navy Center for Applied Research in
Artificial Intelligence Spring 1999 Seminar Series, Naval Research Laboratory,
Washington DC, April 1999.
slides
319K
Book Review: Evolutionary
Algorithms for VLSI CAD, IEEE Transactions on Evolutionary Computation,
vol. 3, no. 3, 1999.
Automated Analog Circuit Synthesis using a Linear
Representation, Talk given at: Second Int'l Conf on Evolvable
Systems: From Biology to Hardware, Lausanne, Switzerland, September
1998.
slides
190K
Evolution
of Catalytic Reaction Sets using Genetic Algorithms,
Talk given at: 1998 IEEE International Conference on Evolutionary Computation,
Anchorage, Alaska, May 1998.
slides
363K
The
Evolution of Simplicity: Self-Replicating Systems in Artificial Life,
Invited talk at: International Workshop on Mathematical & Computational
Biology: Computational Morphogenesis, Hierarchical Complexity &
Digital Evolution, Aizu, Japan, October 1997.
slides
558K
Selected Media Articles
Wired Magazine,
Design by Darwin, February, 2004.
Frankfurt General Newspaper, Computers That Design Themselves,
February 23, 2002.
Science News, Invention
by Evolution, September 4, 1999.
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