A Robust Master-Slave Distribution Architecture for Evolutionary Computations
Created by W.Langdon from
gp-bibliography.bib Revision:1.7964
- @InProceedings{gagne:gecco03lbp,
-
title = "A Robust Master-Slave Distribution Architecture for
Evolutionary Computations",
-
pages = "80--87",
-
author = "Christian Gagne and Marc Parizeau and Marc Dubreuil",
-
year = "2003",
-
address = "Chicago, USA",
-
month = "12--16 " # jul,
-
editor = "Bart Rylander",
-
booktitle = "Genetic and Evolutionary Computation Conference Late
Breaking Papers",
-
keywords = "genetic algorithms, genetic programming",
-
URL = "http://www.gel.ulaval.ca/~cgagne/pubs/lbp-gecco03.pdf",
-
URL = "http://vision.gel.ulaval.ca/en/publications/Id_456/PublDetails.php",
-
abstract = "This paper presents a new robust master-slave
distribution architecture for multiple populations
Evolutionary Computations (EC). It discusses the main
advantages and drawbacks of master-slave models over
island models for parallel and distributed EC. It also
formulates a mathematical model of the master-slave
distribution policies in order to show that, contrary
to what is implied by current mainstream developments
in island models, a well designed master-slave approach
can be both robust and scalable (up to a certain
point). Finally, it introduces some of the details of a
new {C++} framework named Distributed BEAGLE, which
implements this architecture over the Open BEAGLE EC
framework.",
-
notes = "GECCO-2003LB",
- }
Genetic Programming entries for
Christian Gagne
Marc Parizeau
Marc Dubreuil
Citations