Bayesian Automatic Programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.8098
- @InProceedings{eurogp:RegolinP05,
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author = "Evandro Nunes Regolin and
Aurora Trindad Ramirez Pozo",
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editor = "Maarten Keijzer and Andrea Tettamanzi and
Pierre Collet and Jano I. {van Hemert} and Marco Tomassini",
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title = "Bayesian Automatic Programming",
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booktitle = "Proceedings of the 8th European Conference on Genetic
Programming",
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publisher = "Springer",
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series = "Lecture Notes in Computer Science",
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volume = "3447",
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year = "2005",
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address = "Lausanne, Switzerland",
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month = "30 " # mar # " - 1 " # apr,
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organisation = "EvoNet",
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keywords = "genetic algorithms, genetic programming",
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ISBN = "3-540-25436-6",
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pages = "38--49",
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DOI = "doi:10.1007/978-3-540-31989-4_4",
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DOI = "doi:10.1007/b107383",
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bibsource = "DBLP, http://dblp.uni-trier.de",
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abstract = "In this work a new approach, named Bayesian Automatic
Programming (BAP), to inducing programs is presented.
BAP integrates the power of grammar evolution and
probabilistic models to evolve programs. We explore the
use of BAP in two domains: a regression problem and the
artificial ant problem. Its results are compared with
traditional Genetic Programming (GP). The experimental
results found encourage further investigation,
especially to explore BAP in other domains and to
improve the proposed approach incorporating new
mechanisms.",
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notes = "Part of \cite{keijzer:2005:GP} EuroGP'2005 held in
conjunction with EvoCOP2005 and EvoWorkshops2005",
- }
Genetic Programming entries for
Evandro Nunes Regolin
Aurora Trinidad Ramirez Pozo
Citations