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A Genetic Programming infrastructure profiting from public computation resources

Opened Access A Genetic Programming infrastructure profiting from public computation resources
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Autor: Chávez de la O, F.
Rubio del Solar, Manuel
Guisado Lízar, José Luís
Lombraña González, Daniel
Cárdenas Montes, Miguel
Fernández de Vega, Francisco
Departamento: Universidad de Sevilla. Departamento de Arquitectura y Tecnología de Computadores
Fecha: 2007
Publicado en: Spanish Conference on e-Science Grid Computing (2007),
ISBN/ISSN: 978-84-7834-544-1
Tipo de documento: Ponencia
Resumen: In this article an experience of the utilization of PRC (Public Resource Computation) in research projects that needs large quantities of CPU time is presented. We have developed a distributed architecture based on middleware BOINC and LilGP Genetic Programming tool. In order to run LilGP applications under BOINC platforms, some core LilGP functions has been adapted to BOINC requirements. We have used a classic GP problem known as the artificial ANT in Santa Fe Trail. Some computers from a classroom were used acting as clients, proving that they can be used for scientific computation in conjunction with their primary uses.
Cita: Chávez de la O, F., Rubio del Solar, M., Guisado Lízar, J.L., Lombraña González, D., Cárdenas Montes, M. y Fernández de Vega, F. (2007). A Genetic Programming infrastructure profiting from public computation resources. En Spanish Conference on e-Science Grid Computing Madrid, España: Editorial CIEMAT.
Tamaño: 115.7Kb
Formato: PDF

URI: https://hdl.handle.net/11441/73952

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