Effects of Tree Size and State Number on GP-Automata Bidding Strategies
Created by W.Langdon from
gp-bibliography.bib Revision:1.8010
- @InProceedings{richter:1998:etssnGPab,
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author = "Charles W. {Richter Jr.} and Daniel Ashlock and
Gerald Sheble",
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title = "Effects of Tree Size and State Number on GP-Automata
Bidding Strategies",
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booktitle = "Genetic Programming 1998: Proceedings of the Third
Annual Conference",
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year = "1998",
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editor = "John R. Koza and Wolfgang Banzhaf and
Kumar Chellapilla and Kalyanmoy Deb and Marco Dorigo and
David B. Fogel and Max H. Garzon and
David E. Goldberg and Hitoshi Iba and Rick Riolo",
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pages = "329--337",
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address = "University of Wisconsin, Madison, Wisconsin, USA",
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publisher_address = "San Francisco, CA, USA",
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month = "22-25 " # jul,
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publisher = "Morgan Kaufmann",
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keywords = "genetic algorithms, genetic programming",
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ISBN = "1-55860-548-7",
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URL = "http://www.dakotarichter.com/papers/GPA_GP98.pdf",
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URL = "http://www.dakotarichter.com/papers/gp98/GP98.html",
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size = "9 pages",
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abstract = "The impending deregulation of the electrical industry
in the USA promises to open a multi-billion dollar
industry to competition. Current research indicates
that the double auction will be at the heart of several
regional electrical commodity exchanges. The authors
are attempting to design comprehensive profitable
bidding strategies for traders. The advantages of the
strategies detailed here come from using data
structures which combine genetic programming and finite
state automata termed GP-Automata. Adaptive strategies
encoded by two populations of GP-Automata are tested in
an auction simulator modelling distribution companies
and generation companies buying and selling power via a
double auction. In addition to evolving profitable
bidding strategies, the resulting strategies can also
be designed to imitate certain types of trading
behaviours. These strategies can be used directly in
on-line trading, or as realistic competitors in an
off-line trading simulator. In this paper we report the
results of specific experiments which test the effect
of changing the size of the GP trees, and the effect of
changing the number of states.",
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notes = "GP-98",
- }
Genetic Programming entries for
Charles W Richter Jr
Daniel Ashlock
Gerald B Sheble
Citations