On the Parallelization of Asynchronous Cellular Genetic Algorithms for Multi-core Architectures.

Reference : On the Parallelization of Asynchronous Cellular Genetic Algorithms for Multi-core Arc...


	Document type :	Scientific congresses, symposiums and conference proceedings : Unpublished conference
	Discipline(s) :	Engineering, computing & technology : Computer science
	To cite this reference:	http://hdl.handle.net/10993/16944

Title :	On the Parallelization of Asynchronous Cellular Genetic Algorithms for Multi-core Architectures.
Language :	English
Author, co-author :	Pinel, Frédéric [University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Computer Science and Communications Research Unit (CSC) >]
	Dorronsoro, Bernabé [University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > >]
	Bouvry, Pascal [University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Computer Science and Communications Research Unit (CSC) >]
Publication date :	2010
Peer reviewed :	Yes
On invitation :	No
Event name :	ALIO-INFORMS Joint International Meeting
Event date :	6-06-2010 to 9-06-2010
Event place (city) :	Buenos Aires
Event country :	Argentina
Keywords :	[en] scheduling ; multi-core ; genetic algorithm ; cellular
Abstract :	[en] We propose to study different communication models of a parallel genetic algorithm. The specific algorithm is a parallel asynchronous cellular genetic algorithm targeted at multi-core architectures. The models considered are a fine-grain communication based on POSIX locks, a coarse-grain communications (islands), and a fine-grain communication similar to the first one but without protecting access to shared memory. This study applies the different models to well known test problems.
Permalink :	http://hdl.handle.net/10993/16944

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