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Scientific congresses, symposiums and conference proceedings : Unpublished conference | |||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 ![]() | |
Dorronsoro, Bernabé ![]() | |
Bouvry, Pascal ![]() | |
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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