A Novel Efficient Mutation for Evolutionary Design of Combinational Logic Circuits

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

@InProceedings{Manfrini:2016:PPSN,
  author =       "Francisco A. L. Manfrini and Heder S. Bernardino and 
                 Helio J. C. Barbosa",
  title =        "A Novel Efficient Mutation for Evolutionary Design of
                 Combinational Logic Circuits",
  booktitle =    "14th International Conference on Parallel Problem
                 Solving from Nature",
  year =         "2016",
  editor =       "Julia Handl and Emma Hart and Peter R. Lewis and 
                 Manuel Lopez-Ibanez and Gabriela Ochoa and 
                 Ben Paechter",
  volume =       "9921",
  series =       "LNCS",
  address =      "Edinburgh",
  month =        "17-21 " # sep,
  publisher =    "Springer",
  keywords =     "genetic algorithms, genetic programming, Cartesian
                 genetic programming, Point mutation operator, Circuit
                 design, Combinational circuits",
  isbn13 =       "978-3-319-45823-6",
  DOI =          "doi:10.1007/978-3-319-45823-6_62",
  size =         "10 pages",
  abstract =     "In this paper we investigate evolutionary mechanisms
                 and propose a new mutation operator for the
                 evolutionary design of Combinational Logic Circuits
                 (CLCs). Understanding the root causes of evolutionary
                 success is critical to improving existing techniques.
                 Our focus is two-fold: to analyse beneficial mutations
                 in Cartesian Genetic Programming, and to create an
                 efficient mutation operator for digital CLC design. In
                 the experiments performed the mutation proposed is
                 better than or equivalent to traditional mutation.",
  notes =        "PPSN2016 http://ppsn2016.org",
}

Genetic Programming entries for Francisco Augusto Lima Manfrini Heder Soares Bernardino Helio J C Barbosa

Citations