%0 Conference Paper %1 vanyi:evows05 %A Vanyi, Robert %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 algorithms, computation evolutionary genetic programming, %P 314--324 %R doi:10.1007/b106856 %T Practical Evaluation of Efficient Fitness Functions for Binary Images %V 3449 %X Genetic Programming can be used to evolve complex objects. One field, where GP may be used is image analysis. There are several works using evolutionary methods to process, analyse or classify images. All these procedures need an appropriate fitness function, that is a similarity measure. However, computing such measures usually needs a lot of computational time. To solve this problem, the notion of efficiently computable fitness functions was introduced, and their theory was already examined in detail. the practical aspects of these fitness functions are discussed. %@ 3-540-25396-3

@inproceedings{vanyi:evows05, abstract = {Genetic Programming can be used to evolve complex objects. One field, where GP may be used is image analysis. There are several works using evolutionary methods to process, analyse or classify images. All these procedures need an appropriate fitness function, that is a similarity measure. However, computing such measures usually needs a lot of computational time. To solve this problem, the notion of efficiently computable fitness functions was introduced, and their theory was already examined in detail. the practical aspects of these fitness functions are discussed.}, added-at = {2008-06-19T17:46:40.000+0200}, address = {Lausanne, Switzerland}, author = {Vanyi, Robert}, biburl = {https://www.bibsonomy.org/bibtex/2543776bd8fdec1bee2fc56eced2c337e/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 = {938cdc85d55cc4d0d6bdaf42a7838727}, intrahash = {543776bd8fdec1bee2fc56eced2c337e}, isbn = {3-540-25396-3}, issn = {0302-9743}, keywords = {algorithms, computation evolutionary genetic programming,}, month = {30 March-1 April}, notes = {EvoWorkshops2005}, pages = {314--324}, publisher = {Springer Verlag}, publisher_address = {Berlin}, series = {LNCS}, timestamp = {2008-06-19T17:53:36.000+0200}, title = {Practical Evaluation of Efficient Fitness Functions for Binary Images}, volume = 3449, year = 2005 }