Parallelizing Three Dimensional Cellular Automata With OpenMP

Created by W.Langdon from gp-bibliography.bib Revision:1.8129

@Article{GarciaCarbajal:2007:PPL,

• author = "Santiago {Garcia Carbajal}",
• title = "Parallelizing Three Dimensional Cellular Automata With {OpenMP}",
• journal = "Parallel Processing Letters",
• year = "2007",
• volume = "17",
• number = "4",
• pages = "349--361",
• month = dec,
• email = "sgarcia@uniovi.es",
• keywords = "genetic algorithms, genetic programming, cellular automata, Parallel Programming",
• ISSN = "0129-6264",
• URL = "http://www.worldscinet.com/ppl/ppl.shtml",
• DOI = "doi:10.1142/S0129626407003083",
• 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.",
• notes = "PPL",

}

Genetic Programming entries for Santiago Garcia Carbajal

Citations