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On the Parallelization of Asynchronous Cellular Genetic Algorithms for Multi-core Architectures.
Pinel, Frédéric; Dorronsoro, Bernabé; Bouvry, Pascal
2010ALIO-INFORMS Joint International Meeting
 

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Keywords :
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.
Disciplines :
Computer science
Identifiers :
UNILU:UL-CONFERENCE-2010-416
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)
Language :
English
Title :
On the Parallelization of Asynchronous Cellular Genetic Algorithms for Multi-core Architectures.
Publication date :
2010
Event name :
ALIO-INFORMS Joint International Meeting
Event place :
Buenos Aires, Argentina
Event date :
6-06-2010 to 9-06-2010
Available on ORBilu :
since 12 June 2014

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