Homepage of Garnett Wilson
Ph.D., Computer Science
Publications and Presentations
Book Chapters (Refereed)
- Wilson, G. and Banzhaf, W. "Interday and Intraday Stock Trading using Probabilistic Adaptive Mapping Developmental Genetic Programming and Linear Genetic Programming,"
Natural Computing in Computational Finance, Vol. 3, 2010, Springer,
ISBN: 978-3-642-13949-9, pp. 191-212.
Download
- Wilson, G. and Banzhaf, W. "Algorithmic Trading with Developmental and Linear Genetic Programming,"
Genetic Programming Theory and Practice (GPTP) VII, 2010, Springer,
ISBN: 978-1-4419-1626-6, pp. 119-134. Download
- Banzhaf, W., Harding, S., Langdon, W. B.
and Wilson, G., "Accelerating Genetic Programming Through
Graphics Processing Units," Genetic
Programming Theory and Practice (GPTP) VI, 2009, Springer, ISBN:
978-0-387-87623-8, pp.
229-249.
Download
Papers in Refereed Journals
- Wilson, G. and Banzhaf, W., “Deployment of Parallel GPU-Based Linear Genetic Programming on PC and Video Game Console Platforms,”
Genetic Programming and Evolvable Machines, 11(2), 2010, Springer, ISSN 1389-2576, pp. 147-184.
Download
-
Wilson, G. and Heywood, M., "Foundations for an Intelligent Business Logic Engine using Genetic Programming and RuleML-Based Services," International Journal of Business Process Integration and Management,
2(4), 2007, Inderscience Publishers, ISSN: 1741-8763, pp. 282 - 291.
Download
(Shorter conference paper version also published; see below.)
- Wilson, G.
and Heywood, M., "Introducing Probabilistic Adaptive Mapping Developmental Genetic Programming with Redundant Mappings," Genetic Programming and Evolvable Machines,
8(2), 2007, Springer, ISSN 1389-2576, pp. 187-220.
Download
- Maitzen, S. and Wilson, G., "Newcomb’s Hidden Regress," Theory and Decision, 54(2), 2003, Kluwer Academic, ISSN 0040-5833, pp. 151-162.
Download
- Wilson, G. and Heywood, M., "Crossover Context in Page-based Linear Genetic Programming," Canadian Journal on Electrical and Computer Engineering, July 2002, IEEE Canada, ISSN 0840-8688, pp. 113-116.
Download
(Shorter conference paper version also published, see below.)
Reviews in Refereed Journals
- Wilson, G., McIntyre, A.
and Heywood, M., "Three open source systems for evolving programs—Lilgp, ECJ and Grammatical Evolution," Genetic Programming and Evolvable Machines, 5(1), 2004, Kluwer Academic, ISSN 1389-2576, pp. 103-105.
Download
Papers in Refereed Conference Proceedings
-
Loginov, A., Heywood, M. and Wilson, G., “Benchmarking a Coevolutionary Streaming Classifier under the Individual Household Electric Power Consumption Dataset,” 2016 International Joint Conference on Neural Networks (IJCNN 2016), July 24-29, 2016, Vancouver, Canada, ISBN 978-1-5090-0619-9,
pp. 2834-2841. Download
-
Loginov, A., Wilson, G. and Heywood, M., "Better Trade Exits for Foreign Exchange Currency Trading using FXGP,"
Proceedings of the IEEE Congress on Evolutionary Computation (CEC
2015), May 25-28, 2015, Sendai, Japan, IEEE Press, ISBN
978-1-4799-7491-7, pp. 2510-2517. Download
- Wilson, G., Leblanc, D. and Banzhaf, W., "Using Sector Information with Linear Genetic Programming for Intraday Equity Price Trend Analysis," Proceedings of the IEEE Congress on Evolutionary Computation (CEC 2012), June 10-15, 2012, Brisbane, Australia, IEEE Press,
ISBN 978-1-4673-1508-1, pp. 2756-2763.
Download
- Wilson, G., Harding, S., Hoeber, O., Devillers, R. and Banzhaf, W., "Parallel Exhaustive Search vs. Evolutionary Computation in a Large Real World Network Space," Proceedings of the IEEE Congress on Evolutionary Computation (CEC 2012), June 10-15, 2012, Brisbane, Australia, IEEE Press,
ISBN 978-1-4673-1508-1, pp. 816-823.
Download
- Wilson, G., Deviller, R. and Hoeber, O., "Fuzzy Logic Ranking for Personalized Geographic Information Retrieval,"
Advances in Intelligent Systems and Computing 179: Proceedings of
the Third International Conference on Intelligent Human Computer
Interaction (IHCI 2011), August 29-31, 2011, Prague, Czech Republic, Springer,
ISBN 978-3-642-31602-9, pp. 111-123.
Download
- Wilson, G., and Leblanc, D. and Banzhaf, W., "Stock Trading using Linear Genetic Programming with Multiple Time Frames," Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2011), July 12-16, 2011, Dublin, Ireland, ACM Press, ISBN 978-1-4503-0557-0, pp. 1667-1674. Download
- Wilson, G., Harding, S., Hoeber, O., Devillers, R. and Banzhaf, W., "Large Network Analysis for Fisheries Conservation using Coevolutionary Genetic Algorithms," Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2011), July 12-16, 2011, Dublin, Ireland, ACM Press, ISBN 978-1-4503-0557-0, pp. 1619-1626. Download
- Hoeber, O., Wilson, G., Harding, S., Enguehard, R. and
Devillers, R., "Exploring Geo-temporal Differences using GTdiff,"
Proceedings of the IEEE Pacific Visualization Symposium 2011, March 1-4, 2011,
Hong Kong, China, ISBN 978-1-61284-935-5, IEEE Press, pp. 139-146. Download
- Wilson, G., Harding, S., Hoeber, O., Devillers, R. and Banzhaf, W., "Detecting Anomalies in Spatiotemporal Data using Genetic Algorithms with Fuzzy Community Membership," Proceedings of the International Conference on Intelligent Systems Design and Applications, November 29-December 1, 2010, Cairo, Egypt, IEEE Press, ISBN 978-1-4244-8135-4, pp. 97-102. Download
- Hoeber, O., Wilson, G., Harding, S., Enguehard, R. and
Devillers, R., "Visually Representing Geo-Temporal Differences,"
Proceedings of the IEEE Symposium on Visual Analytics Science and
Technology (VAST 2010), Oct. 25-26, 2010, ISBN 978-1-4244-9486-6, IEEE Press, pp. 229-230. Download
- Wilson, G. and Banzhaf, W., "Fast and Effective Predictability Filters for Stock Price Series using Linear Genetic Programming," Proceedings of the IEEE Congress on Evolutionary Computation (CEC 2010), July 18-23 2010, Barcelona, Spain, IEEE Press, ISBN 978-1-4244-6909-3, pp. 1-8. Download
- Wilson, G. and Banzhaf, W., "Interday Foreign Exchange Trading using Linear Genetic Programming," Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2010), July 7-11, 2010, Portland, USA, ACM Press, ISBN 978-1-4503-0072-8, pages 1139-1146. Download
- Wilson, G. and Banzhaf, W., “Soft Memory for Stock Market Analysis using Linear and Developmental Genetic Programming,” Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2009), July 8-12, 2009, Montréal, Canada, ACM Press, ISBN 978-1-60558-325-9, pp. 1633-1640.
Download
- Wilson, G. and Banzhaf, W., “Deployment of CPU and GPU –based Genetic Programming on Heterogeneous Devices,” Proceedings of the Genetic and Evolutionary Computation Conference (GECCO 2009), July 8-12, 2009, Montréal, Canada, ACM Press, ISBN 978-1-60558-325-9, pp. 2531-2538.
Download
- Wilson, G. and Banzhaf W., "Discovery of Email Communication
Networks from the Enron Corpus with a Genetic Algorithm using Social
Network Analysis," Proceedings of the IEEE Congress on Evolutionary Computation (CEC 2009), May 18-21, 2009, Trondheim, Norway, IEEE Press, ISBN: 978-1-4244-2958-5, pp. 3256-3263.
Download
- Wilson, G. and Banzhaf, W., “Prediction of Interday Stock Prices
using Developmental and Linear Genetic Programming,” Applications of
Evolutionary Computing 2009, April 15-17, 2009, Tübingen, Germany, Springer, ISSN 0302-9743, pp. 172-181.
(Nominee: Best Paper Award)
Download
- Wilson, G. and Banzhaf, W., "Linear Genetic Programming GPGPU on Microsoft’s Xbox 360," Proceedings of the IEEE Congress on Evolutionary Computation (CEC 2008), June 1-6, 2008,
Hong Kong, China, IEEE Press, ISBN 378-385.
Download
- Wilson, G. and Banzhaf, W., "A Comparison of
Cartesian Genetic Programming and Linear Genetic Programming,"
Proceedings of the 11th European Conference on Genetic Programming (EuroGP 2008), March
26-28, 2008, Naples, Italy, Springer, ISBN 978-3-540-78670-2, pp.
182-193.
Download
- Wilson, G. and Heywood, M., "Learning Recursive Programs with Cooperative Coevolution
of Genetic Code Mapping and Genotype," Genetic and Evolutionary
Computation Conference (GECCO 2007), July 7-11, 2007, London,
England, ACM Press, ISBN 978-1-59593-697-4, pp. 1053-1060.
Download
- Wilson, G. and Heywood, M., "Probabilistic Adaptive Mapping Developmental Genetic Programming (PAM DGP): A New Developmental Approach," Proceedings of the 9th International Conference on Parallel Problem Solving from Nature (PPSN IX), Sept. 9-13, 2006, Reykjavik, Iceland, Springer,
ISSN 0302-9743, pp. 751-760.
Download
- Wilson, G. and Heywood, M., “Foundations for an Intelligent Business Logic Engine using Genetic Programming and RuleML-based Services,” Proceedings of the 2006 International Workshop on Service Oriented Techniques (SOT06), August 14-16, 2006, Fredericton, Canada, NRC Research Press, pp. 63-70.
(Expanded
journal version also published, see above.)
- Wilson, G. and Heywood, M., "Probabilistic (Genotype) Adaptive Mapping Combinations for Developmental Genetic Programming," Proceedings of the IEEE Congress on Evolutionary Computation (CEC 2006), July 16-21, 2006, Vancouver, Canada, IEEE Press, ISBN 0-7803-9487-9, pp. 8667-8674.
Download
- Wilson, G. and Heywood, M., "Use of a Genetic Algorithm in Brill’s Transformation-Based Part-of-Speech Tagger," Genetic and Evolutionary Computation Conference (GECCO 2005), June 25-29, 2005, Washington, DC, USA, ACM Press, ISBN 1-59593-010-8, pp. 2067-2073.
Download
- Wilson, G.
and Heywood, M., "Context-Based Repeated Sequences in Linear Genetic Programming," Proceedings of the 8th European Conference on Genetic Programming (EuroGP
2005), March 30-April 1, 2005, Lausanne, Switzerland, Springer, ISSN 0302-9783, pp. 240-249.
Download
- Wilson, G. and Heywood, M., "Search Operator Bias in Linearly Structured Genetic Programming," GECCO (Genetic and Evolutionary Computation Conference) 2004 Late Breaking Papers CD-ROM, June 26-30, 2004, Seattle, USA.
- Wilson, G. and Heywood, M., “Crossover Context in Page-based Linear Genetic Programming,” Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering (CCECE 2002), May 12-15 2002, Winnipeg, Canada, IEEE Canada, ISBN 0-7803-7515-7, pp. 809-814. (Winner: Best Student Paper Award in AI and Computer Hardware Engineering)
Download
Abstracts at Refereed Conferences
- Devillers, R., Wilson, G. and Hoeber, O., "Improving
Geographic Information Retrieval using Fuzzy Logic: The Case of the Canadian GeoConnections Discovery Portal," Presented at the Global Spatial Data Infrastructure Association (GDSI) World Conference, 2013.
- Maitzen, S. and Wilson, G., "Newcomb's Hidden Regress," Presented at the American Philosophical Association Central Division Meeting, 2002.
- Maitzen, S. and Wilson, G., "Newcomb's Hidden Regress," Presented at the Canadian Philosophical Association Congress, 2002.
Theses
- Ph.D. Thesis:
Probabilistic Adaptive Mapping Developmental Genetic Programming,
Dalhousie University, 2007.
- MCS Thesis:
Strategy Learning Through Page-based Linear Genetic Programming Applied to The San Mateo Trail,
Dalhousie University, 2002.
Other Articles
- Wilson, G. and Harding, S., "WCCI 2008 Special Session:
Computational Intelligence on Consumer Games and Graphics Hardware (CIGPU-2008),"
SIGEVOlution: newsletter of the ACM Special Interest Group on
Genetic and Evolutionary Computation, 2008.
Download