Studying the Influence of Communication Topology and Migration on Distributed Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.7630

@InProceedings{fernandez:2001:EuroGP,

• author = "Francisco Fernandez and Marco Tomassini and Leonardo Vanneschi",
• title = "Studying the Influence of Communication Topology and Migration on Distributed Genetic Programming",
• booktitle = "Genetic Programming, Proceedings of EuroGP'2001",
• year = "2001",
• editor = "Julian F. Miller and Marco Tomassini and Pier Luca Lanzi and Conor Ryan and Andrea G. B. Tettamanzi and William B. Langdon",
• volume = "2038",
• series = "LNCS",
• pages = "51--63",
• address = "Lake Como, Italy",
• publisher_address = "Berlin",
• month = "18-20 " # apr,
• organisation = "EvoNET",
• publisher = "Springer-Verlag",
• keywords = "genetic algorithms, genetic programming, Distributed Genetic Programming, Parallelism, Multipopulation structures, Parallel evolutionary algorithms",
• ISBN = "3-540-41899-7",
• DOI = "doi:10.1007/3-540-45355-5_5",
• size = "13 pages",
• 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.",
• notes = "EuroGP'2001, part of \cite{miller:2001:gp}",

}

Genetic Programming entries for Francisco Fernandez de Vega Marco Tomassini Leonardo Vanneschi

Citations