Infer\^encia de Modelos Utilizando a Programa\cc\~ao Imunol\'ogica Gramatical

Created by W.Langdon from gp-bibliography.bib Revision:1.3949

@InCollection{bernardinobarbosa2014,
  author =       "Heder S. Bernardino and Helio J. C. Barbosa",
  title =        "Infer\^{e}ncia de Modelos Utilizando a
                 Programa\c{c}\~{a}o Imunol\'{o}gica Gramatical",
  booktitle =    "T\'{e}cnicas de Intelig\^{e}ncia Computacional com
                 Aplica\c{c}\~{o}es em Problemas Inversos de
                 Engenharia",
  publisher =    "Omnipax",
  year =         "2014",
  editor =       "Fran S\'{e}rgio Lobato and Valder {Steffen Jr.} and 
                 Antonio Jos\'{e} da {Silva Neto}",
  chapter =      "4",
  pages =        "37--50",
  address =      "Curitiba, PR",
  edition =      "1",
  keywords =     "genetic algorithms, genetic programming, grammatical
                 evolution, Inverse problems, Model identification,
                 Grammar-based immune programming",
  isbn13 =       "978-85-64619-15-9",
  URL =          "http://omnipax.com.br/site/?page_id=549",
  DOI =          "doi:10.7436/2014.tica.04",
  size =         "14 pages",
  abstract =     "In this chapter we present the grammar-based immune
                 programming, a technique for evolving programs by
                 combining a search mechanism, inspired by the clonal
                 selection theory, with the grammatical evolution
                 representation which makes a clear distinction between
                 the search and the solution spaces, thus offering more
                 flexibility. The technique is applied to the inverse
                 problem of model identification - in symbolic form -
                 from data. Examples of the inference of systems of
                 ordinary differential equations are presented.",
  abstract =     "Apresenta-se neste capitulo a programacao imunologica
                 gramatical, uma tecnica para evolucao de programas que
                 combina um mecanismo de busca inspirado pela teoria da
                 selecao clonal com a representacao via evolucao
                 gramatical, que faz uma distincao clara entre o espaco
                 de busca e o espaco de solucoes, oferecendo portanto
                 mais flexibilidade. A tecnica e aplicada ao problema
                 inverso de identificacao de modelos - em forma
                 simbolica - a partir de dados. Exemplos de inferencia
                 de sistemas de equacoes diferenciais ordinarias sao
                 apresentados.",
  notes =        "In Portuguese",
}

Genetic Programming entries for Heder Soares Bernardino Helio J C Barbosa

Citations