Design and Implementation of Differential Evolution Algorithm on FPGA for Double-Precision Floating-Point Representation

作者：Cortes Antonio Prometeo^*; Rangel Gonzalez Josue; Villa Vargas Luis A; Antonio Ramirez Salinas Marco; Molina Lozano Heron; Batyrshin Ildar

来源：Acta Polytechnica Hungarica, 2014, 11(4): 139-153.

DOI：10.12700/aph.25.04.2014.04.9

• FPGA
• Differential Evolution Algorithm
• floating point

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.

• 出版日期2014