Genetic programming applied to programmable logic controllers programming

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

@Article{LajovicCarneiro:2011:TLA,
  author =       "Marcos {Lajovic Carneiro} and 
                 Leonardo {da Cunha Brito} and Sergio {Granato de Araujo} and 
                 Paulo Cesar {Miranda Machado} and 
                 Paulo Henrique {Portela de Carvalho}",
  title =        "Genetic programming applied to programmable logic
                 controllers programming",
  journal =      "IEEE Latin America Transactions (Revista IEEE America
                 Latina)",
  year =         "2011",
  month =        jun,
  volume =       "9",
  number =       "3",
  pages =        "266--275",
  size =         "10 pages",
  abstract =     "The PLC Programmable Logic Controller programming is a
                 time consuming task and it needs specific knowledge
                 about the programming language and especially of the
                 PLC, which makes it an expensive work by the need of a
                 high qualified professional. This paper proposes a
                 technique to create programs to PLCs by means of
                 Genetic Programming (GP). As objective function, a
                 group of scenarios were used, which represents the
                 behaviour of the automated ambient and that can be
                 defined in an intuitive way without previous knowledge
                 of the PLC or a programming language. The technique
                 showed to be generic for many problems and efficient in
                 finding fast different solutions. With an
                 after-processing analysis, the results indicated
                 parameters configuration that optimises the genetic
                 search.",
  keywords =     "genetic algorithms, genetic programming",
  DOI =          "doi:10.1109/TLA.2011.5893771",
  ISSN =         "1548-0992",
  notes =        "In Portuguese?

                 Also known as \cite{5893771}",
}

Genetic Programming entries for Marcos Lajovic Carneiro Leonardo da Cunha Brito Sergio Granato de Araujo Paulo Cesar Miranda Machado Paulo Henrique Portela Carvalho

Citations