Parallelizing Three Dimensional Cellular Automata With OpenMP
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- @Article{GarciaCarbajal:2007:PPL,
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author = "Santiago {Garcia Carbajal}",
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title = "Parallelizing Three Dimensional Cellular Automata With
{OpenMP}",
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journal = "Parallel Processing Letters",
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year = "2007",
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volume = "17",
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number = "4",
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pages = "349--361",
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month = dec,
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email = "sgarcia@uniovi.es",
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keywords = "genetic algorithms, genetic programming, cellular
automata, Parallel Programming",
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ISSN = "0129-6264",
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URL = "http://www.worldscinet.com/ppl/ppl.shtml",
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DOI = "doi:10.1142/S0129626407003083",
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abstract = "This paper describes our research on using Genetic
Programming to obtain transition rules for Cellular
Automata, which are one type of massively parallel
computing system. Our purpose is to determine the
existence of a limit of chaos for three dimensional
Cellular Automata, empirically demonstrated for the two
dimensional case. To do so, we must study statistical
properties of 3D Cellular Automata over long simulation
periods. When dealing with big three dimensional
meshes, applying the transition rule to the whole
structure can become a extremely slow task. In this
work we decompose the Automata into pieces and use
OpenMp to parallelise the process. Results show that
using a decomposition procedure, and distributing the
mesh between a set of processors, 3D Cellular Automata
can be studied without having long execution times.",
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notes = "PPL",
- }
Genetic Programming entries for
Santiago Garcia Carbajal
Citations