Distributed simulation with cellular automata using the multispin coding technique

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dc.contributor.authorSepulveda, Marcos
dc.contributor.authorMoreno, Rolando
dc.contributor.authorPizarro, Gonzalo E.
dc.date.accessioned2024-01-10T13:47:40Z
dc.date.available2024-01-10T13:47:40Z
dc.date.issued2008
dc.description.abstractCellular automata (CA) are discrete dynamical mathematical systems that have been used for modeling many physical and engineering systems. Usually they are used as an alternative to more complex models based on partial differential equations. CA models can be implemented efficiently in parallel hardware due to the properties of locality, uniformity, and spatial regularity of the rules that govern their behavior. At the same time, CA simulations make intensive use of memory and processing time. For a widespread use of these models, implementations able to run in short periods of time without requiring specialized hardware are needed. This work presents a generic library able to simulate efficiently CA models, using the multispin coding technique and parallel processing on a network of conventional personal computers. Results of three different models tested show that it is possible to obtain a linear speedup. The observed speedup improves as the domain size increases or the simulated models become more complex, as in the case of a heterogeneous biofilm model used for designing wastewater treatment systems.
dc.fechaingreso.objetodigital2024-04-25
dc.format.extent8 páginas
dc.fuente.origenWOS
dc.identifier.doi10.1061/(ASCE)0887-3801(2008)22:1(50)
dc.identifier.eissn1943-5487
dc.identifier.issn0887-3801
dc.identifier.urihttps://doi.org/10.1061/(ASCE)0887-3801(2008)22:1(50)
dc.identifier.urihttps://repositorio.uc.cl/handle/11534/79292
dc.identifier.wosidWOS:000251800400007
dc.information.autorucIngeniería;Moreno R;S/I;5960
dc.information.autorucIngeniería;Pizarro G;S/I;83223
dc.information.autorucIngeniería;Sepúlveda M;S/I;80415
dc.issue.numero1
dc.language.isoen
dc.nota.accesocontenido parcial
dc.pagina.final57
dc.pagina.inicio50
dc.publisherASCE-AMER SOC CIVIL ENGINEERS
dc.revistaJOURNAL OF COMPUTING IN CIVIL ENGINEERING
dc.rightsacceso restringido
dc.subjectMODEL
dc.titleDistributed simulation with cellular automata using the multispin coding technique
dc.typeartículo
dc.volumen22
sipa.codpersvinculados5960
sipa.codpersvinculados83223
sipa.codpersvinculados80415
sipa.indexWOS
sipa.indexScopus
sipa.trazabilidadCarga SIPA;09-01-2024
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