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

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@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

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