Studying the Influence of Communication Topology and Migration on Distributed Genetic Programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.7954
- @InProceedings{fernandez:2001:EuroGP,
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author = "Francisco Fernandez and Marco Tomassini and
Leonardo Vanneschi",
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title = "Studying the Influence of Communication Topology and
Migration on Distributed Genetic Programming",
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booktitle = "Genetic Programming, Proceedings of EuroGP'2001",
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year = "2001",
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editor = "Julian F. Miller and Marco Tomassini and
Pier Luca Lanzi and Conor Ryan and Andrea G. B. Tettamanzi and
William B. Langdon",
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volume = "2038",
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series = "LNCS",
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pages = "51--63",
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address = "Lake Como, Italy",
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publisher_address = "Berlin",
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month = "18-20 " # apr,
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organisation = "EvoNET",
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publisher = "Springer-Verlag",
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keywords = "genetic algorithms, genetic programming, Distributed
Genetic Programming, Parallelism, Multipopulation
structures, Parallel evolutionary algorithms",
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ISBN = "3-540-41899-7",
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DOI = "doi:10.1007/3-540-45355-5_5",
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size = "13 pages",
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abstract = "In this paper we present a systematic experimental
study of some of the parameters influencing parallel
and distributed genetic programming (PADGP) by using
three benchmark problems. We first present results on
the system's communication topology and then we study
the parameters governing individual migration between
subpopulations: the number of individuals sent and the
frequency of exchange. Our results suggest that fitness
evolution is more sensitive to the migration factor
than the communication topology.",
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notes = "EuroGP'2001, part of \cite{miller:2001:gp}",
- }
Genetic Programming entries for
Francisco Fernandez de Vega
Marco Tomassini
Leonardo Vanneschi
Citations