Design and implementation of differential evolution algorithm on FPGA for double-precision floating-point representation

Prometeo Cortés-Antonio, Josue Rangel-González, Luis A. Villa-Vargas, Marco Antonio Ramírez-Salinas, Herón Molina-Lozano, Ildar Batyrshin

Producción científica: Contribución a una revistaArtículorevisión exhaustiva

12 Citas (Scopus)

Resumen

The paper presents the results of implementation of differential evolution algorithm on FPGA using floating point representation with double precision useful in real numeric problems. Verilog Hardware Description Language (HDL) was used for Altera hardware design. Schematics of the modules of differential evolution algorithm are presented. The performance of the design is evaluated through six different functions problems implemented in hardware.

Idioma originalInglés
Páginas (desde-hasta)139-153
Número de páginas15
PublicaciónActa Polytechnica Hungarica
Volumen11
N.º4
EstadoPublicada - 2014

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