Analysis of genetic programming runs
Created by W.Langdon from
gp-bibliography.bib Revision:1.7954
- @InProceedings{LiCieWork04,
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author = "Vic Ciesielski and Xiang Li",
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title = "Analysis of genetic programming runs",
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booktitle = "Proceedings of The Second Asian-Pacific Workshop on
Genetic Programming",
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year = "2004",
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editor = "R I Mckay and Sung-Bae Cho",
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address = "Cairns, Australia",
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month = "6-7 " # dec,
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keywords = "genetic algorithms, genetic programming, analysis of
runs",
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URL = "http://goanna.cs.rmit.edu.au/~xiali/pub/ai04.vc.pdf",
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size = "15 pages",
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abstract = "We have analysed runs of 12 different genetic
programming problems. Some of the problems are the
`toy' problems used in generic programming research and
some are significant real world applications. We have
generated log files of the runs and looked for
recurring and unusual patterns and whether there are
any differences between the toy problems and the real
world problems. The major finding is that some programs
are being evaluated many times. In the real-world
problems 30-78per cent of the time was spent on
reevaluating programs that had already been evaluated.
For problems where the evaluation function is expensive
significant savings are possible if evaluated programs
are cached. A surprising finding was that, for two of
the real world problems, a very large number of the
evaluations were of 1-node programs.",
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notes = "broken
http://sc.snu.ac.kr/~aspgp/aspgp04/programme.html",
- }
Genetic Programming entries for
Victor Ciesielski
Xiang Li
Citations