Analysis and Extension of the Inc* on the Satisfiability Testing Problem

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@InProceedings{Bader-El-Den:2008:WCCI,
  author =       "Mohamed Bader-El-Den and Riccardo Poli",
  title =        "Analysis and Extension of the Inc* on the
                 Satisfiability Testing Problem",
  booktitle =    "2008 IEEE World Congress on Computational
                 Intelligence",
  year =         "2008",
  editor =       "Jun Wang",
  pages =        "3342--3349",
  address =      "Hong Kong",
  month =        "1-6 " # jun,
  organization = "IEEE Computational Intelligence Society",
  publisher =    "IEEE",
  keywords =     "genetic algorithms, genetic programming, SAT",
  isbn13 =       "978-1-4244-1823-7",
  file =         "EC0725.pdf",
  DOI =          "doi:10.1109/CEC.2008.4631250",
  abstract =     "Inc (star) is a general algorithm that can be used in
                 conjunction with any local search heuristic and that
                 has the potential to substantially improve the overall
                 performance of the heuristic. The general idea of the
                 algorithm is the following. Rather than attempting to
                 directly solve a difficult problem, the algorithm
                 dynamically chooses a smaller instance of the problem,
                 and then increases the size of the instance only after
                 the previous simplified instances have been solved,
                 until the full size of the problem is reached. Genetic
                 programming is used to discover new strategies for
                 Inc*. Preliminary experiments on the
                 satisfiability problem (SAT) problem have shown that
                 Inc* is a competitive approach. In this
                 paper we enhance Inc* and we experimentally
                 test it on larger set of benchmarks, including big
                 instances of SAT. Furthermore, we provide an analysis
                 of the algorithm's behaviour.",
  notes =        "WCCI 2008 - A joint meeting of the IEEE, the INNS, the
                 EPS and the IET.",
}

Genetic Programming entries for Mohamed Bahy Bader-El-Den Riccardo Poli

Citations