A Conditional Dependency Based Probabilistic Model Building Grammatical Evolution
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- @Article{journals/ieicet/KimKA16a,
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title = "A Conditional Dependency Based Probabilistic Model
Building Grammatical Evolution",
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author = "Hyun-Tae Kim and Hyun-Kyu Kang and Chang Wook Ahn",
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journal = "IEICE Transactions",
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year = "2016",
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number = "7",
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volume = "99-D",
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pages = "1937--1940",
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keywords = "genetic algorithms, genetic programming",
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ISSN = "1745-1361",
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bibdate = "2016-07-28",
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bibsource = "DBLP,
http://dblp.uni-trier.de/db/journals/ieicet/ieicet99d.html#KimKA16a",
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URL = "http://search.ieice.org/bin/summary.php?id=e99-d_7_1937",
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DOI = "doi:10.1587/transinf.2016EDL8004",
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abstract = "In this paper, a new approach to grammatical evolution
is presented. The aim is to generate complete programs
using probabilistic modelling and sampling of
(probability) distribution of given grammars. To be
exact, probabilistic context free grammars are employed
and a modified mapping process is developed to create
new individuals from the distribution of grammars. To
consider problem structures in the individual
generation, conditional dependencies between production
rules are incorporated into the mapping process.
Experiments confirm that the proposed algorithm is more
effective than existing methods.",
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notes = "Also known as \cite{Hyun-Tae KIM20162016EDL8004}",
- }
Genetic Programming entries for
Hyun-Tae Kim
Hyun-Kyu Kang
Chang Wook Ahn
Citations