Use of Time-Domain Simulations in Automatic Synthesis of Computational Circuits Using GP

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

@InProceedings{Koza2:2000:GECCOlb,
  author =       "William Mydlowec and John R. Koza",
  title =        "Use of Time-Domain Simulations in Automatic Synthesis
                 of Computational Circuits Using GP",
  pages =        "187--197",
  booktitle =    "Late Breaking Papers at the 2000 Genetic and
                 Evolutionary Computation Conference",
  year =         "2000",
  editor =       "Darrell Whitley",
  address =      "Las Vegas, Nevada, USA",
  month =        "8 " # jul,
  keywords =     "genetic algorithms, genetic programming",
  URL =          "http://www.genetic-programming.com/jkpdf/gecco2000computational.pdf",
  abstract =     "Previously reported applications of genetic
                 programming to the automatic synthesis of computational
                 circuits have employed simulations based on DC sweeps.
                 DC sweeps have the advantage of being considerably less
                 time-consuming than time-domain simulations. However,
                 this type of simulation does not necessarily lead to
                 robust circuits that correctly perform the desired
                 mathematical function over time. This paper addresses
                 the problem of automatically synthesizing computational
                 circuits using multiple time-domain simulations and
                 presents results involving the synthesis of both the
                 topology and sizing for a squaring, square root, and
                 multiplier computational circuit and a lag circuit
                 (from the field of control).",
  notes =        "Part of \cite{whitley:2000:GECCOlb}",
}

Genetic Programming entries for William J Mydlowec John Koza

Citations