Mixed IFS: Resolution of the Inverse Problem Using Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.3872

  author =       "Guillaume Cretin and Evelyne Lutton and 
                 Jacques Levy-Vehel and Philippe Glevarec and Cedric Roll",
  title =        "Mixed {IFS}: Resolution of the Inverse Problem Using
                 Genetic Programming",
  booktitle =    "Artificial Evolution",
  publisher =    "Springer Verlag",
  year =         "1996",
  editor =       "Jean-Marc Alliot and Evelyne Lutton and 
                 Edmund Ronald and Marc Schoenauer and Dominique Snyers",
  volume =       "1063",
  series =       "LNCS",
  pages =        "247--258",
  keywords =     "genetic algorithms, genetic programming",
  isbn13 =       "978-3-540-61108-0",
  DOI =          "doi:10.1007/3-540-61108-8_42",
  size =         "11 pages",
  abstract =     "We address here the resolution of the so-called
                 inverse problem for IFS. This problem has already been
                 widely considered, and some studies have been performed
                 for affine IFS, using deterministic or stochastic
                 methods (simulated annealing or Genetic Algorithm) [9,
                 12, 6]. When dealing with non affine IFS, the usual
                 techniques do not perform well, except if some a priori
                 hypotheses on the structure of IFS (number and type
                 functions) are made. A Genetic Programming method is
                 investigated to solve the general inverse problem,
                 which permits to perform at the same time a numeric and
                 a symbolic optimisation. The use of mixed IFS, as we
                 call them, may enlarge the scope of some applications,
                 as for example image compression, because they allow to
                 code a wider range of shapes.",
  notes =        "Selected papers from two conferences: Evolution
                 Artificielle 94 and Evolution Artificielle 95
                 http://www.cmap.polytechnique.fr/www.eark/ea95.html see
                 also \cite{lutton:1995:IFScs} and
  affiliation =  "INRIA-Rocquencourt B.P. 105 78153 Le Chesnay Cedex
                 France B.P. 105 78153 Le Chesnay Cedex France",

Genetic Programming entries for Guillaume Cretin Evelyne Lutton Jacques Levy-Vehel Philippe Glevarec Cedric Roll