Evolutionary Design of Combinational Logic Circuits Using an Improved Gene Expression-Based Clonal Selection Algorithm

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@InProceedings{Gan:2009:ICNC,
  author =       "Zhaohui Gan and Tao Shang and Gang Shi and Min Jiang",
  title =        "Evolutionary Design of Combinational Logic Circuits
                 Using an Improved Gene Expression-Based Clonal
                 Selection Algorithm",
  booktitle =    "Fifth International Conference on Natural Computation,
                 ICNC '09",
  year =         "2009",
  month =        aug,
  volume =       "4",
  pages =        "37--41",
  abstract =     "In this paper, an improved gene expression-based
                 clonal selection algorithm (IGE-CSA) is proposed, which
                 is aimed at solving synthesis problems of combinational
                 logic circuits. The encoding of gene expression
                 programming (GEP) is improved. Compared with GEP
                 encoding, the proposed encoding is more compact and
                 fits to represent multi-output combinational logic
                 circuit. Clonal selection algorithm (CSA) is applied as
                 search engine of the proposed approach. The proposed
                 method is applied into combinational logic circuit
                 design successfully. Two kinds of combinational logic
                 circuits are synthesised to verify the effectiveness of
                 the proposed approach. The experimental results show
                 that the proposed approach can automatically generate
                 combinational logic circuits efficiently and
                 effectively. Compared with other method, the obtained
                 circuits by the proposed method are optimal.",
  keywords =     "genetic algorithms, genetic programming, gene
                 expression programming, GEP encoding, gene
                 expression-based clonal selection algorithm,
                 multioutput combinational logic circuit, biomolecular
                 electronics, combinational circuits, genetics,
                 molecular biophysics",
  DOI =          "doi:10.1109/ICNC.2009.308",
  notes =        "Also known as \cite{5365151}",
}

Genetic Programming entries for Zhaohui Gan Tao Shang Gang Shi Min Jiang

Citations