On the Parameterization of Cartesian Genetic Programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.8081
- @InProceedings{Kaufmann:2020:CEC,
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author = "Paul Kaufmann and Roman Kalkreuth",
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title = "On the Parameterization of Cartesian Genetic
Programming",
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booktitle = "2020 IEEE Congress on Evolutionary Computation, CEC
2020",
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year = "2020",
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editor = "Yaochu Jin",
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pages = "paper id24558",
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address = "internet",
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month = "19-24 " # jul,
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organization = "IEEE Computational Intelligence Society",
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publisher = "IEEE Press",
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keywords = "genetic algorithms, genetic programming, cartesian
genetic programming",
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isbn13 = "978-1-7281-6929-3",
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DOI = "doi:10.1109/CEC48606.2020.9185492",
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abstract = "In this work, we present a detailed analysis of
Cartesian Genetic Programming (CGP) parametrization of
the selection scheme ($\mu+\lambda$), and the levels
back parameter l. We also investigate CGP's mutation
operator by decomposing it into a self-recombination,
node function mutation, and inactive gene randomization
operators. We perform experiments in the Boolean and
symbolic regression domains with which we contribute to
the knowledge about efficient parametrization of two
essential parameters of CGP and the mutation
operator.",
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notes = "https://wcci2020.org/
Mainz University, Germany; TU Dortmund, Germany.
Also known as \cite{9185492}",
- }
Genetic Programming entries for
Paul Kaufmann
Roman Tobias Kalkreuth
Citations