Reference : On the Parallelization of Asynchronous Cellular Genetic Algorithms for Multi-core Arc...
Scientific congresses, symposiums and conference proceedings : Unpublished conference
Engineering, computing & technology : Computer science
http://hdl.handle.net/10993/16944
On the Parallelization of Asynchronous Cellular Genetic Algorithms for Multi-core Architectures.
English
Pinel, Frédéric mailto [University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Computer Science and Communications Research Unit (CSC) >]
Dorronsoro, Bernabé mailto [University of Luxembourg > Interdisciplinary Centre for Security, Reliability and Trust (SNT) > >]
Bouvry, Pascal mailto [University of Luxembourg > Faculty of Science, Technology and Communication (FSTC) > Computer Science and Communications Research Unit (CSC) >]
2010
Yes
No
ALIO-INFORMS Joint International Meeting
6-06-2010 to 9-06-2010
Buenos Aires
Argentina
[en] scheduling ; multi-core ; genetic algorithm ; cellular
[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.
http://hdl.handle.net/10993/16944

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