Solution-Locked Averages and Solution-Time Binning in Genetic Programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.7975
- @InProceedings{Poli:2010:EuroGP,
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author = "Riccardo Poli",
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title = "Solution-Locked Averages and Solution-Time Binning in
Genetic Programming",
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booktitle = "Proceedings of the 13th European Conference on Genetic
Programming, EuroGP 2010",
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year = "2010",
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editor = "Anna Isabel Esparcia-Alcazar and Aniko Ekart and
Sara Silva and Stephen Dignum and A. Sima Uyar",
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volume = "6021",
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series = "LNCS",
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pages = "208--219",
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address = "Istanbul",
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month = "7-9 " # apr,
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organisation = "EvoStar",
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publisher = "Springer",
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keywords = "genetic algorithms, genetic programming",
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isbn13 = "978-3-642-12147-0",
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DOI = "doi:10.1007/978-3-642-12148-7_18",
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size = "12 pages",
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abstract = "Averaging data collected in multiple independent runs
across generations is the standard method to study the
behaviour of GP. We show that while averaging may
represent with good resolution GP's behaviour in the
early stages of a run, it blurs later components of the
dynamics. We propose two techniques to improve the
situation: solution-locked averaging and solution-time
binning. Results indicate that there are significant
benefits in adopting these techniques.",
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notes = "Part of \cite{Esparcia-Alcazar:2010:GP} EuroGP'2010
held in conjunction with EvoCOP2010 EvoBIO2010 and
EvoApplications2010",
- }
Genetic Programming entries for
Riccardo Poli
Citations