Paul Darwen's Publications
Book Sections
"A Convenient Method for the Synthesis of Cyclic Peptide Libraries'' by
Gregory T. Bourne, Jonathon L. Nielson, Justin F. Coughlan, Paul
Darwen, Marc R. Campitelli, Douglas A. Horton, Andreas Rhumann, Stephen
G. Love, Tran T. Tran and Mark L. Smythe."
Pages 151-165, Peptide Synthesis and Applications, Humana Press, 2005.
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"Genetic algorithms and evolutionary games'' by Xin Yao and Paul Darwen.
Pages 313-333, Commerce, Complexity and Evolution, Cambridge University Press, 2000.
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"How to make best use of evolutionary learning'' by Xin Yao, Yong Liu, and Paul Darwen.
Pages 229-242, Complex Systems - From Local Interactions to Global Phenomena, IOS Press, Amsterdam, 1996.
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"An experimental study of N-person iterated prisoner's dilemma games"
by Xin Yao and Paul Darwen.
Pages 90-108, Progress in Evolutionary Computation, volume 956 in Lecture Notes in Artificial Intelligence, Springer, 1995.
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"On evolving robust strategies for iterated prisoner's dilemma"
by Paul Darwen and
Xin Yao.
Pages 276-292, Progress in Evolutionary Computation, volume 956 in Lecture Notes in Artificial Intelligence, Springer, 1995.
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Refereed journal papers
"A Gradient Descent Algorithm for Minimizing Amino Acid Coupling
Reactions when Synthesizing Cyclic-Peptide Libraries" by Paul Darwen,
Tran T. Tran, Gregory T. Bourne, Jonathon L. Nielson and Mark L. Smythe,
Combinatorial
Chemistry and High Throughput Screening 9(7):559-563, August 2006.
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"Co-Evolution in Iterated Prisoner's Dilemma with Intermediate Levels
of Cooperation: Application to Missile Defense" by Paul Darwen
and Xin Yao,
International
Journal of Computational Intelligence and Applications 2(1): 87-107, March 2002.
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"Does extra genetic diversity maintain escalation in a co-evolutionary
arms race"
by Paul Darwen and Xin Yao,
International Journal of Knowledge-Based Intelligent Engineering Systems 4(3): 191-200, 2000.
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"Speciation as automatic categorical modularization" by Paul Darwen and Xin Yao,
IEEE Transactions on Evolutionary Computation, 1(2): 100-108, 1997.
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"Viability of populations in a landscape" by Paul Darwen and David Green,
Ecological Modelling 85(2):165-171, March 1996.
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"An experimental study of N-person iterated prisoner's dilemma games"
by Xin Yao
and Paul Darwen, Informatica 18(4): 435-450, 1994.
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Refereed conference papers
“Leveraging the Flight to Quality: Maximizing Diversification of
High-Risk High-Return Stocks Over Short Time Periods With
Limited-Cardinality Portfolios” by Paul J. Darwen.
The 7th International Conference on Computational Intelligence in Economics and Finance, Kainan University, Taiwan, 5-7 December 2008.
"Evolving a Schedule with Batching, Precedence Constraints, and
Sequence-Dependent Setup Times: Crossover Needs Building Blocks" by
Paul J. Darwen.
The Fifteenth International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, pages 525-535. Cairns, Australia, 17-20 June 2002.
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"Search Landscape of a Realistic Single-Machine Scheduling Task: Peaks
with Big Differences"
by Paul J. Darwen.
Congress on Evolutionary Computation (CEC-2002), pages 1191-1196. Honolulu, Hawaii, 12-17 May 2002.
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"Looking for the Big Valley in the Fitness Landscape of Single Machine
Scheduling with Batching, Precedence Constraints, and
Sequence-Dependent Setup Times" by Paul J. Darwen.
5th Australasia-Japan Joint Workshop on Intelligent and Evolutionary Systems. Dunedin, New Zealand, 19-21 November 2001.
"Why Co-Evolution beats Temporal Difference learning at Backgammon for
a linear architecture, but not a non-linear architecture"
by Paul J. Darwen.
Congress on
Evolutionary Computation (CEC-2001), pages 1003-1010. Seoul, Korea, 27-30 May 2001.
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"Why More Choices Causes Less Cooperation in Iterated Prisoner's
Dilemma"
by Paul J. Darwen and Xin Yao.
Congress on Evolutionary Computation (CEC-2001), pages 987-994. Seoul, Korea, 27-30 May 2001.
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"Genetic Algorithms and Risk Assessment to Maximize NPV With Robust
Open-Pit Scheduling"
by Paul J. Darwen.
Fourth Biennial Conference on Strategic Mine Planning, pages 29-34. Perth, Western Australia, 26-28 March 2001.
"Black Magic: Interdependence Prevents Principled Parameter Setting,
Self-Adapting Costs Too Much Computation"
by Paul J. Darwen.
Complex Systems 2000, pages 227-237. Dunedin, New Zealand, 19-22 November 2000.
"Computationally Intensive and Noisy Tasks: Co-Evolutionary Learning
and Temporal Difference Learning on Backgammon" by Paul J. Darwen.
Congress on
Evolutionary Computation (CEC-2000), pages 872-879. San Diego, California, 16-19 July 2000.
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"Unobtrusive Workstation Farming Without Inconveniencing Owners:
Learning Backgammon with a Genetic Algorithm" by Paul J. Darwen.
IEEE International Workshop on Cluster Computing, pages 303-311. Melbourne, Australia, 2 December 1999. IEEE Computer Society Press.
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"Initial Population Diversity as a Wild Goose Chase: Phenotypic Effects Sometimes Dominate" by Paul J. Darwen and Xin Yao.
Australia-Japan Joint Workshop on Intelligent and Evolutionary Systems, Canberra, Australia, 23-25 November 1999.
"How important is your reputation in a multi-agent environment"
by Xin Yao and Paul J. Darwen.
IEEE Conference on Systems, Man, and Cybernetics, Tokyo, Japan, 12-15 October 1999.
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"Co-Evolutionary learning on noisy tasks" by Paul Darwen and Jordan Pollack,
Congress on Evolutionary Computation (CEC-99), pages 1724-1731, Washington DC, 6-9 July 1999.
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"Every niching method has its niche: Fitness Sharing and Implicit Sharing compared" by Paul Darwen and Xin Yao.
Fourth International Conference on Parallel Problem Solving from Nature (PPSN-4), pages 398-407. Berlin, Germany, September 1996.
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"Exploiting population information in evolutionary learning" by Xin Yao, Yong Liu, and Paul Darwen. Pages 41-57,
Proceedings of the 1996 Japan-China Joint International Workshops on Information Systems, M. Gen and W. Xu (editors), Intelligent Systems Engineering Lab., Ashikaga Institute of Technology, Japan, 4-5 October 1996. Invited paper.
"Automatic modularization by speciation" by Paul Darwen and Xin Yao.
1996 IEEE International Conference on Evolutionary Computation, pages 88-93. Nagoya, Japan.
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"Genetic algorithms and evolutionary games" by Xin Yao and Paul Darwen.
Seminar on Commerce, Complexity, and Evolution. 12-13 February 1996 at the University of New South Wales, Kensington campus, Sydney, Australia.
"A dilemma for fitness sharing with a scaling function" by Paul Darwen and Xin Yao.
1995 IEEE International Conference on Evolutionary Computation, pages 166-171. Perth, Australia.
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"An experimental study of N-person iterated prisoner's dilemma games"
by Xin Yao
and Paul Darwen.
Evolutionary Computation workshop,
1994 Australian Joint Conference on Artifical Intelligence. Armidale, Australia.
"On evolving robust strategies for iterated prisoner's
dilemma" by Paul Darwen and Xin Yao.
Evolutionary Computation workshop, 1993 Australian Joint Conference on Artificial Intelligence. Melbourne, Australia.
Dissertations
Ph.D. thesis: "Co-evolutionary Learning by Automatic Modularisation with Speciation" by Paul J. Darwen.
University of New South Wales, 1996.
[PDF]
Undergraduate honours thesis: "Metapopulation Persistance in Cellular Automata Population Models" by Paul J. Darwen,
Australian National University, 1992.
[PDF]