A Robust Master-Slave Distribution Architecture for Evolutionary Computations

Created by W.Langdon from gp-bibliography.bib Revision:1.7642

@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