Mixed IFS: Resolution of the Inverse Problem Using Genetic Programming

Created by W.Langdon from gp-bibliography.bib Revision:1.8051

@TechReport{lutton:1995:IFS,

• author = "Evelyne Lutton and Jacques Levy-Vehel and Guillaume Cretin and Philippe Glevarec and Cedric Roll",
• title = "Mixed {IFS}: Resolution of the Inverse Problem Using Genetic Programming",
• institution = "Inria",
• year = "1995",
• type = "Research Report",
• number = "No 2631",
• keywords = "genetic algorithms, genetic programming",
• URL = "http://hal.inria.fr/inria-00074056/en/",
• URL = "http://hal.inria.fr/docs/00/07/40/56/PDF/RR-2631.pdf",
• URL = "http://citeseer.ist.psu.edu/cretin95mixed.html",
• URL = "http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.43.286",
• 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). When dealing with non affine IFS, the usual techniques do not perform well, except if some a priori hypotheses on the structure of the IFS (number and type functions) are made. In this work, 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 optimization. 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 = "Mainly in english, abstract also en francaise Use distance masks for deciding how close GP is to target image (part of fitness function). Says {"}The distance images are very efficient{"} [page 12]. Mutation of constants by +/-10% and variables to constants. Notes constants {"}disappear{"} from the population. popsize 20 to 50 and 1000 to 2000 generations [page 10]. GP functions {"}does not resemble the one [used to create] the target images{"} [page 12]. {"}GP algorith, which seems to perform a more efficient search in a large space.{"} [page 16]",
• size = "17 pages. See also \cite{lutton:1995:IFScs} and \cite{Cretin:al:EA95} http://www-syntim.inria.fr/fractales/fractales-eng.html",

}

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

Citations