Combinational digital circuit synthesis using Cartesian Genetic Programming from a NAND gate template

Created by W.Langdon from gp-bibliography.bib Revision:1.3973

@InProceedings{Irfan:2010:ICET,
  author =       "Muhammad Irfan and Qaiser Habib and 
                 Ghulam M. Hassan and Khawaja M. Yahya and Samira Hayat",
  title =        "Combinational digital circuit synthesis using
                 Cartesian Genetic Programming from a NAND gate
                 template",
  booktitle =    "6th International Conference on Emerging Technologies
                 (ICET 2010)",
  year =         "2010",
  month =        oct,
  pages =        "343--347",
  abstract =     "Evolutionary synthesis of combinational digital
                 circuits is a promising research area and many a
                 success has been achieved in this field. This paper
                 presents a new technique for the synthesis of
                 combinational circuits by using Cartesian Genetic
                 Programming (CGP) and uniform NAND gate based
                 templates. Using a uniform gate template implies an
                 ease in the fabrication process but in some instances,
                 the number of gates required may increase which can be
                 optimised by CGP. The mutation operator has been used
                 for achieving convergence. A 2-bit multiplier and 4-bit
                 odd parity generator circuits have been evolved for
                 experimentation and comparison to previous results. The
                 results obtained are compared to earlier work done in
                 the same field. Moreover, the relationship of evolution
                 time (in terms of number of generations) to the
                 population size has been established and analysed.",
  keywords =     "genetic algorithms, genetic programming, Cartesian
                 genetic programming, NAND gate template, combinational
                 digital circuit synthesis, evolutionary synthesis,
                 mutation operator, NAND circuits, combinational
                 circuits, network synthesis",
  DOI =          "doi:10.1109/ICET.2010.5638462",
  notes =        "University of Engineering & Technology Peshawar,
                 Pakistan. Also known as \cite{5638462}",
}

Genetic Programming entries for Muhammad Irfan Qaiser Habib Ghulam M Hassan Khawaja M Yahya Samira Hayat

Citations