Rough Set and Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.4192

  author =       "Yasser Hassan and Eiichiro Tazaki",
  title =        "Rough Set and Genetic Programming",
  booktitle =    "Rough Set Theory and Granular Computing",
  year =         "2003",
  editor =       "Masahiro Inuiguchi and Shoji Hirano and 
                 Shusaku Tsumoto",
  volume =       "125",
  series =       "Studies in Fuzziness and Soft Computing",
  pages =        "197--207",
  publisher =    "Springer",
  keywords =     "genetic algorithms, genetic programming",
  language =     "English",
  isbn13 =       "978-3-642-05614-7",
  DOI =          "doi:10.1007/978-3-540-36473-3_19",
  abstract =     "A methodology for using Rough Set for preference
                 modelling in decision problem is presented in this
                 paper; where we will introduce a new approach for
                 deriving knowledge rules from database based on Rough
                 Sets theory combined with Genetic Programming
                 algorithm. Genetic Programming belongs to the most
                 newly techniques in applications of Artificial
                 Intelligence. Rough Set Theory, which emerged about
                 twenty years ago, is nowadays rapidly developing branch
                 of Artificial Intelligence and Soft Computing. At the
                 first glance the two methodologies we talk about have
                 not in common. Rough Sets construct representation of
                 knowledge in terms of attributes, semantic decision
                 rules, etc. On the contradictory, Genetic Programming
                 attempts to automatically create computer programs from
                 a high-level statement of the problem requirements.
                 But, in spite of these differences, it is interesting
                 to try to incorporate both approaches into one combined
                 system. The challenge is to get as much as possible
                 from this association.",

Genetic Programming entries for Yasser Fouad Hassan Eiichiro Tazaki