An experiment on evolutionary design of combinational logic circuits using information theory

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@InProceedings{Xiong:2011:SECon,
  author =       "Fan Xiong and Murat M. Tanik",
  title =        "An experiment on evolutionary design of combinational
                 logic circuits using information theory",
  booktitle =    "Proceedings of IEEE Southeastcon, 2011",
  year =         "2011",
  month =        mar,
  pages =        "379--383",
  abstract =     "This paper explores an approach in which information
                 theory is applied to the evolvable hardware field for
                 auto-design and optimisation of combinational logic
                 circuits. In our exploratory experiment, two
                 combinational circuits were extrinsically evolved using
                 genetic programming as the evolutionary algorithm and
                 mutual information as the fitness function. In our
                 experiment using MATLAB, we demonstrated that the
                 proposed method could find all-NAND solutions for
                 circuits, which has not been reported in the
                 literature.",
  keywords =     "genetic algorithms, genetic programming, Matlab, NAND
                 circuits, combinational logic circuits, evolutionary
                 algorithm, evolutionary design, information theory,
                 NAND circuits, information theory, logic design",
  DOI =          "doi:10.1109/SECON.2011.5752970",
  ISSN =         "1091-0050",
  notes =        "SECon 2011 Also known as \cite{5752970}",
}

Genetic Programming entries for Fan Xiong Murat M Tanik

Citations