Mixed IFS: Resolution of the Inverse Problem Using Genetic Programming
Created by W.Langdon from
gp-bibliography.bib Revision:1.8098
- @TechReport{lutton:1995:IFS,
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author = "Evelyne Lutton and Jacques Levy-Vehel and
Guillaume Cretin and Philippe Glevarec and Cedric Roll",
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title = "Mixed {IFS}: Resolution of the Inverse Problem Using
Genetic Programming",
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institution = "Inria",
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year = "1995",
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type = "Research Report",
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number = "No 2631",
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keywords = "genetic algorithms, genetic programming",
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URL = "http://hal.inria.fr/inria-00074056/en/",
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URL = "http://hal.inria.fr/docs/00/07/40/56/PDF/RR-2631.pdf",
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URL = "http://citeseer.ist.psu.edu/cretin95mixed.html",
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URL = "http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.43.286",
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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.",
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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]",
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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