• DocumentCode
    152910
  • Title

    Realization of the differential evolution algorithm on FPGA

  • Author

    Yilmaz, A.R. ; Erkmen, B. ; Yavuz, O.

  • fYear
    2014
  • fDate
    23-25 April 2014
  • Firstpage
    1826
  • Lastpage
    1829
  • 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;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Signal Processing and Communications Applications Conference (SIU), 2014 22nd
  • Conference_Location
    Trabzon
  • Type

    conf

  • DOI
    10.1109/SIU.2014.6830607
  • Filename
    6830607
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=152910