Handling incomplete information in an evolutionary environment

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@InProceedings{Ribeiro:2010:cec,
  author =       "Jorge Ribeiro and Jose Machado and Antonio Abelha and 
                 Manuel Fernandez-Delgado and Jose Neves",
  title =        "Handling incomplete information in an evolutionary
                 environment",
  booktitle =    "IEEE Congress on Evolutionary Computation (CEC 2010)",
  year =         "2010",
  address =      "Barcelona, Spain",
  month =        "18-23 " # jul,
  publisher =    "IEEE Press",
  keywords =     "genetic algorithms, genetic programming",
  isbn13 =       "978-1-4244-6910-9",
  abstract =     "In this paper we address the problem of modeling
                 creativity in Artificial Intelligence using a Genetic
                 or Evolutionary based approach to computing, where the
                 universe of discourse is represented as theories or
                 programs in an extension to the Logic Programming
                 language, which makes possible to handle incomplete or
                 even contradictory information in an evolutionary
                 environment. Indeed, we present a new insight for the
                 construction of evolutive systems that combines the
                 potential of the knowledge representation and reasoning
                 mechanisms, present in the logic programming languages.
                 Here, in an evolutionary setting, the candidate
                 solutions to model the universe of discourse are seen
                 as evolutionary logic programs or theories, being the
                 test whether a solution is optimal based on a measure
                 of the quality-of-information carried by those logical
                 theories or programs. From a point of view of the
                 process, the quality-of-information of the universe of
                 discourse is assessed on the fly, being therefore
                 possible to select the best logical theory or program
                 that models it, in terms of the same time line.",
  DOI =          "doi:10.1109/CEC.2010.5586079",
  notes =        "WCCI 2010. Also known as \cite{5586079}",
}

Genetic Programming entries for Jorge Manuel Ferreira Barbosa Ribeiro Jose Manuel Ferreira Machado Antonio Carlos da Silva Abelha Manuel Fernandez-Delgado Jose Carlos Ferreira Maia Neves

Citations