Movement of Flocked Subpopulations in Distributed Genetic Programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.8028
- @Article{Paulikas:2005:ITC,
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author = "Giedrius Paulikas and Dalius Rubliauskas",
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title = "Movement of Flocked Subpopulations in Distributed
Genetic Programming",
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journal = "Information Technology and Control",
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year = "2005",
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volume = "34",
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number = "4",
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pages = "338--344",
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keywords = "genetic algorithms, genetic programming",
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ISSN = "1392-124X",
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URL = "http://itc.ktu.lt/itc344/Paulik344.pdf",
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size = "7 pages",
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bibsource = "OAI-PMH server at citeseerx.ist.psu.edu",
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contributor = "CiteSeerX",
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language = "en",
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oai = "oai:CiteSeerXPSU:10.1.1.135.4481",
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URL = "http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.135.4481",
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URL = "http://www.itc.ktu.lt/index.php/ITC/article/view/12030",
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URL = "http://www.itc.ktu.lt/index.php/ITC/article/view/12030/6702.pdf",
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abstract = "The rules of swarming intelligence can be applied to
govern migration in the distributed genetic programming
(DGP) algorithm, but they require modifications.
Initial rules are taken from the flocking algorithm and
adapted for DGP. As the rule for the alignment of
direction is completely discarded and the remaining
rules operate on implicit data of subpopulation
locations, the resulting joint search technique must be
reevaluated. This article presents the pragmatic
coupling of flocking and DGP algorithms. The experiment
of visualizing the movement of DGP subpopulations
through the search space provides a graphic overview of
the behaviour of DGP subpopulations. The results
confirm a typical influence of the modified flocking
rules to the flockmates represented by the
subpopulations.",
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notes = "http://itc.ktu.lt/ Kaunas, Technologija",
- }
Genetic Programming entries for
Giedrius Paulikas
Dalius Rubliauskas
Citations