Title :
Realization of the differential evolution algorithm on FPGA
Author :
Yilmaz, A.R. ; Erkmen, B. ; Yavuz, O.
Abstract :
In this work, a hardware implementation of differential evolution algorithm (DEA) on field-programmable gate array (FPGA) is realized. The implementation of DEA on FPGA is carried out to find minimum value of an equation with two unknowns. This study is a preparatory work for the training of neural networks with DEA on FPGA which is more complicated.
Keywords :
field programmable gate arrays; neural nets; DEA; FPGA; differential evolution algorithm; field programmable gate array; neural networks; Conferences; Field programmable gate arrays; Hardware; MATLAB; Optimization; Signal processing; Signal processing algorithms; FPGA; differential evolution algorithm; optimization;
Conference_Titel :
Signal Processing and Communications Applications Conference (SIU), 2014 22nd
Conference_Location :
Trabzon
DOI :
10.1109/SIU.2014.6830607
