A Revised Comparison of Crossover and Mutation in Genetic Programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.8028
- @InProceedings{luke:1998:rcxmGP,
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author = "Sean Luke and Lee Spector",
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title = "A Revised Comparison of Crossover and Mutation in
Genetic Programming",
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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 = "208--213",
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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.cs.gmu.edu/~sean/papers/revisedgp98.pdf",
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URL = "http://www.cs.gmu.edu/~sean/papers/revisedgp98.ps.gz",
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abstract = "In [Luke and Spector 1997] we presented a
comprehensive suite of data comparing GP crossover and
point mutation over four domains and a wide range of
parameter settings. Unfortunately, the results were
marred by statistical flaws. This revision of the study
eliminates these flaws, with three times as much the
data as the original experiments had. Our results again
show that crossover does have some advantage over
mutation given the right parameter settings (primarily
larger population sizes), though the difference between
the two surprisingly small. Further, the results are
complex, suggesting that the big picture is more
complicated than is commonly believed.",
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notes = "GP-98 This paper is a revision of a previous paper
\cite{luke:1997:ccmGP}, with statistical correction and
a considerable new set of data. However, the original
also has some data that does not appear here, so you
may want to consider getting both. Also: Figures 1
through 4 are separated from the rest of the paper in
the Gzipped PostScript version (not the PDF version).
The figures are listed in the figure URLs below.
Finally: if you downloaded a copy of this paper prior
to May 20, 1998, its graphs were wrong; get the revised
revised version. :-",
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figures = "http://www.cs.gmu.edu/~sean/papers/revisedgp98graphs.ps.gz",
- }
Genetic Programming entries for
Sean Luke
Lee Spector
Citations