Artículo
Parallel simulation of Population Dynamics P systems: updates and roadmap
Autor/es | Martínez del Amor, Miguel Ángel
Macías Ramos, Luis Felipe Valencia Cabrera, Luis Pérez Jiménez, Mario de Jesús |
Departamento | Universidad de Sevilla. Departamento de Ciencias de la Computación e Inteligencia Artificial |
Fecha de publicación | 2016 |
Fecha de depósito | 2019-05-29 |
Publicado en |
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Resumen | Population Dynamics P systems are a type of
multienvironment P systems that serve as a formal modeling
framework for real ecosystems. The accurate simulation of
these probabilisticmodels, e.g. with Direct distribution ... Population Dynamics P systems are a type of multienvironment P systems that serve as a formal modeling framework for real ecosystems. The accurate simulation of these probabilisticmodels, e.g. with Direct distribution based on Consistent Blocks Algorithm, entails large run times. Hence, parallel platforms such as GPUs have been employed to speedup the simulation. In 2012, the first GPU simulator of PDP systems was presented. However, it was able to run only randomly generated PDP systems. In this paper, we present current updates made on this simulator, involving an input modu le for binary files and an output module for CSV files. Finally, the simulator has been experimentally validated with a real ecosystem model, and its performance has been tested with two high-end GPUs: Tesla C1060 and K40. |
Identificador del proyecto | TIN2012-37434
P08-TIC-04200 |
Cita | Martínez del Amor, M.Á., Macías Ramos, L.F., Valencia Cabrera, L. y Pérez Jiménez, M.d.J. (2016). Parallel simulation of Population Dynamics P systems: updates and roadmap. Natural Computing, 15 (4), 565-573. |
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