Generating model transformation rules from examples using an evolutionary algorithm

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@InProceedings{Faunes:2012:ASE,
  author =       "Martin Faunes and Houari Sahraoui and 
                 Mounir Boukadoum",
  title =        "Generating model transformation rules from examples
                 using an evolutionary algorithm",
  booktitle =    "Proceedings of the 27th IEEE/ACM International
                 Conference on Automated Software Engineering, ASE
                 2012",
  year =         "2012",
  editor =       "Tim Menzies and Motoshi Saeki",
  pages =        "250--253",
  address =      "Essen, Germany",
  publisher_address = "New York, NY, USA",
  month =        "3-7 " # sep,
  publisher =    "ACM",
  keywords =     "genetic algorithms, genetic programming, Model
                 transformation by example",
  isbn13 =       "978-1-4503-1204-2",
  URL =          "http://doi.acm.org/10.1145/2351676.2351714",
  DOI =          "doi:10.1145/2351676.2351714",
  acmid =        "2351714",
  size =         "4 pages",
  abstract =     "We propose an evolutionary approach to automatically
                 generate model transformation rules from a set of
                 examples. To this end, genetic programming is adapted
                 to the problem of model transformation in the presence
                 of complex input/output relationships (i.e., models
                 conforming to meta-models) by generating declarative
                 programs (i.e., transformation rules in this case). Our
                 approach does not rely on prior transformation traces
                 for the model-example pairs, and directly generates
                 executable, many-to-many rules with complex conditions.
                 The applicability of the approach is illustrated with
                 the well-known problem of transforming UML class
                 diagrams into relational schema, using examples
                 collected from the literature.",
  notes =        "http://ase2012.paluno.uni-due.de/",
}

Genetic Programming entries for Martin Faunes Houari Sahraoui Mounir Boukadoum

Citations