Evolving Neural Network Structures by Means of Genetic Programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.7964
- @InProceedings{golubski:1999:eNNsmGP,
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author = "Wolfgang Golubski and Thomas Feuring",
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title = "Evolving Neural Network Structures by Means of Genetic
Programming",
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booktitle = "Genetic Programming, Proceedings of EuroGP'99",
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year = "1999",
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editor = "Riccardo Poli and Peter Nordin and
William B. Langdon and Terence C. Fogarty",
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volume = "1598",
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series = "LNCS",
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pages = "211--220",
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address = "Goteborg, Sweden",
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publisher_address = "Berlin",
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month = "26-27 " # may,
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organisation = "EvoNet",
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publisher = "Springer-Verlag",
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keywords = "genetic algorithms, genetic programming",
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ISBN = "3-540-65899-8",
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DOI = "doi:10.1007/3-540-48885-5_18",
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abstract = "The goal of this paper is to present a more efficient
way to automatically construct appropriate neural
network topologies as well as their initial weight
settings. Our approach combines evolutionary algorithms
and genetic programming techniques and is based on a
new network encoding schema where instead of a string
like encoding the graph representation of neural nets
is used. This way of encoding reduces the computational
expense and leads to a greater variety of network
topologies.",
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notes = "EuroGP'99, part of \cite{poli:1999:GP}",
- }
Genetic Programming entries for
Wolfgang Golubski
Thomas Feuring
Citations