GenInc: An Incremental Context-Free Grammar Learning Algorithm for Domain-Specific Language Development

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

@InProceedings{conf/mlmta/JavedMBS07,
  author =       "Faizan Javed and Marjan Mernik and 
                 Barrett R. Bryant and Alan Sprague",
  title =        "{GenInc:} An Incremental Context-Free Grammar Learning
                 Algorithm for Domain-Specific Language Development",
  booktitle =    "Proceedings of the 2007 International Conference on
                 Machine Learning; Models, Technologies {\&}
                 Applications, MLMTA 2007",
  year =         "2007",
  editor =       "Hamid R. Arabnia and Matthias Dehmer and 
                 Frank Emmert-Streib and Mary Qu Yang",
  pages =        "118--124",
  address =      "Las Vegas Nevada, USA",
  month =        jun # " 25-28",
  publisher =    "CSREA Press",
  keywords =     "genetic algorithms, genetic programming, Grammar
                 Inference, Domain-Specific Languages, Incremental
                 Learning",
  isbn13 =       "1-60132-027-2",
  URL =          "http://www.cis.uab.edu/softcom/GrammarInference/publications/mlmta2007.pdf",
  URL =          "http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.145.7594",
  bibsource =    "DBLP, http://dblp.uni-trier.de",
  bibsource =    "OAI-PMH server at citeseerx.ist.psu.edu",
  contributor =  "CiteSeerX",
  language =     "en",
  oai =          "oai:CiteSeerXPSU:10.1.1.145.7594",
  abstract =     "While grammar inference (or grammar induction) has
                 found extensive application in the areas of robotics,
                 computational biology, speech and pattern recognition,
                 its application to problems in programming language and
                 software engineering domains has been limited. We have
                 found a new application area for grammar inference
                 which intends to make domain specific language
                 development easier for domain experts not well versed
                 in programming language design, and finds a second
                 application in construction of renovation tools for
                 legacy software systems. As a continuation of our
                 previous efforts to infer context-free grammars (CFGs)
                 for domain-specific languages which previously involved
                 a genetic-programming based CFG inference system, we
                 discuss improvements made to an incremental learning
                 algorithm, called GenInc, for inferring context-free
                 grammars with a core focus on facilitating
                 domain-specific language development. We elaborate on
                 the enhancements made to GenInc in the form of new
                 operators, and conclude by discussing the results of
                 applying GenInc to domain-specific languages.",
}

Genetic Programming entries for Faizan Javed Marjan Mernik Barrett R Bryant Alan P Sprague

Citations