An Implicit Context Representation for Evolving Image
Processing Filters
S. Smith, S. Leggett, and A. Tyrrell. Applications of Evolutionary Computing,
EvoWorkshops2005: EvoBIO, EvoCOMNET, EvoHOT,
EvoIASP, EvoMUSART, EvoSTOC, volume 3449 of LNCS, page 407--416. Lausanne, Switzerland, Springer Verlag, (30 March-1 April 2005)
DOI: doi:10.1007/b106856
Abstract
the implementation of a representation for Cartesian
Genetic Programming (CGP) in which the specific
location of genes within the chromosome has no direct
or indirect influence on the phenotype. The mapping
between the genotype and phenotype is determined by
self-organised binding of the genes, inspired by enzyme
biology. This representation has been applied to a
version of CGP developed especially for evolution of
image processing filters and preliminary results show
it outperforms the standard representation in some
configurations.
%0 Conference Paper
%1 smith:evows05
%A Smith, Stephen L.
%A Leggett, Stefan
%A Tyrrell, Andrew M.
%B Applications of Evolutionary Computing,
EvoWorkshops2005: EvoBIO, EvoCOMNET, EvoHOT,
EvoIASP, EvoMUSART, EvoSTOC
%C Lausanne, Switzerland
%D 2005
%E Rothlauf, Franz
%E Branke, Juergen
%E Cagnoni, Stefano
%E Corne, David W.
%E Drechsler, Rolf
%E Jin, Yaochu
%E Machado, Penousal
%E Marchiori, Elena
%E Romero, Juan
%E Smith, George D.
%E Squillero, Giovanni
%I Springer Verlag
%K Cartesian Genetic Programming algorithms, computation, evolutionary genetic programming,
%P 407--416
%R doi:10.1007/b106856
%T An Implicit Context Representation for Evolving Image
Processing Filters
%V 3449
%X the implementation of a representation for Cartesian
Genetic Programming (CGP) in which the specific
location of genes within the chromosome has no direct
or indirect influence on the phenotype. The mapping
between the genotype and phenotype is determined by
self-organised binding of the genes, inspired by enzyme
biology. This representation has been applied to a
version of CGP developed especially for evolution of
image processing filters and preliminary results show
it outperforms the standard representation in some
configurations.
%@ 3-540-25396-3
@inproceedings{smith:evows05,
abstract = {the implementation of a representation for Cartesian
Genetic Programming (CGP) in which the specific
location of genes within the chromosome has no direct
or indirect influence on the phenotype. The mapping
between the genotype and phenotype is determined by
self-organised binding of the genes, inspired by enzyme
biology. This representation has been applied to a
version of CGP developed especially for evolution of
image processing filters and preliminary results show
it outperforms the standard representation in some
configurations.},
added-at = {2008-06-19T17:46:40.000+0200},
address = {Lausanne, Switzerland},
author = {Smith, Stephen L. and Leggett, Stefan and Tyrrell, Andrew M.},
biburl = {https://www.bibsonomy.org/bibtex/2b7b215d1bf08c315e2acb2453771af11/brazovayeye},
booktitle = {Applications of Evolutionary Computing,
EvoWorkshops2005: {EvoBIO}, {EvoCOMNET}, {EvoHOT},
{EvoIASP}, {EvoMUSART}, {EvoSTOC}},
doi = {doi:10.1007/b106856},
editor = {Rothlauf, Franz and Branke, Juergen and Cagnoni, Stefano and Corne, David W. and Drechsler, Rolf and Jin, Yaochu and Machado, Penousal and Marchiori, Elena and Romero, Juan and Smith, George D. and Squillero, Giovanni},
interhash = {c3784805bf629744a20d70fcfe6b2cbb},
intrahash = {b7b215d1bf08c315e2acb2453771af11},
isbn = {3-540-25396-3},
issn = {0302-9743},
keywords = {Cartesian Genetic Programming algorithms, computation, evolutionary genetic programming,},
month = {30 March-1 April},
notes = {EvoWorkshops2005
Lena},
pages = {407--416},
publisher = {Springer Verlag},
publisher_address = {Berlin},
series = {LNCS},
timestamp = {2008-06-19T17:51:53.000+0200},
title = {An Implicit Context Representation for Evolving Image
Processing Filters},
volume = 3449,
year = 2005
}