P-CAGE: An Environment for Evolutionary Computation in Peer-to-Peer Systems
Created by W.Langdon from
gp-bibliography.bib Revision:1.8098
- @InProceedings{eurogp06:FolinoSpezzano,
-
author = "Gianluigi Folino and Giandomenico Spezzano",
-
title = "{P-CAGE:} An Environment for Evolutionary Computation
in Peer-to-Peer Systems",
-
editor = "Pierre Collet and Marco Tomassini and Marc Ebner and
Steven Gustafson and Anik\'o Ek\'art",
-
booktitle = "Proceedings of the 9th European Conference on Genetic
Programming",
-
publisher = "Springer",
-
series = "Lecture Notes in Computer Science",
-
volume = "3905",
-
year = "2006",
-
address = "Budapest, Hungary",
-
month = "10 - 12 " # apr,
-
organisation = "EvoNet",
-
keywords = "genetic algorithms, genetic programming",
-
ISBN = "3-540-33143-3",
-
pages = "341--350",
-
DOI = "doi:10.1007/11729976_31",
-
bibsource = "DBLP, http://dblp.uni-trier.de",
-
abstract = "Solving complex real-world problems using evolutionary
computation is a CPU time-consuming task that requires
a large amount of computational resources. Peer-to-Peer
(P2P) computing has recently revealed as a powerful way
to harness these resources and efficiently deal with
such problems. In this paper, we present a P2P
implementation of Genetic Programming based on the JXTA
technology. To run genetic programs we use a
distributed environment based on a hybrid multi-island
model that combines the island model with the cellular
model. Each island adopts a cellular genetic
programming model and the migration occurs among
neighbouring peers. The implementation is based on a
virtual ring topology. Three different termination
criteria (effort, time and max-gen) have been
implemented. Experiments on some popular benchmarks
show that the approach presents a accuracy at least
comparable with classical distributed models, retaining
the obvious advantages in terms of decentralisation,
fault tolerance and scalability of P2P systems.",
-
notes = "Part of \cite{collet:2006:GP} EuroGP'2006 held in
conjunction with EvoCOP2006 and EvoWorkshops2006",
- }
Genetic Programming entries for
Gianluigi Folino
Giandomenico Spezzano
Citations