%0 Conference Paper %1 eurogp07:Slany %A Slaný, Karel %A Sekanina, Lukás %B Proceedings of the 10th European Conference on Genetic Programming %C Valencia, Spain %D 2007 %E Ebner, Marc %E O'Neill, Michael %E Ekárt, Anikó %E Vanneschi, Leonardo %E Esparcia-Alcázar, Anna Isabel %I Springer %K algorithms, genetic programming %P 311--320 %R doi:10.1007/978-3-540-71605-1_29 %T Fitness Landscape Analysis and Image Filter Evolution Using Functional-Level CGP %V 4445 %X This work analyses fitness landscapes for the image filter design problem approached using functional-level Cartesian Genetic Programming. Smoothness and ruggedness of fitness landscapes are investigated for five genetic operators. It is shown that the mutation operator and the single-point crossover operator generate the smoothest landscapes and thus they are useful for practical applications in this area. In contrast to the gate-level evolution, a destructive behaviour of a simple crossover operator has not been confirmed. %@ 3-540-71602-5

@inproceedings{eurogp07:Slany, abstract = {This work analyses fitness landscapes for the image filter design problem approached using functional-level Cartesian Genetic Programming. Smoothness and ruggedness of fitness landscapes are investigated for five genetic operators. It is shown that the mutation operator and the single-point crossover operator generate the smoothest landscapes and thus they are useful for practical applications in this area. In contrast to the gate-level evolution, a destructive behaviour of a simple crossover operator has not been confirmed.}, added-at = {2008-06-19T17:35:00.000+0200}, address = {Valencia, Spain}, author = {Slan\'y, Karel and Sekanina, Luk\'as}, biburl = {https://www.bibsonomy.org/bibtex/241c5606d59f1b86eefb133c8ebd8cb83/brazovayeye}, booktitle = {Proceedings of the 10th European Conference on Genetic Programming}, doi = {doi:10.1007/978-3-540-71605-1_29}, editor = {Ebner, Marc and O'Neill, Michael and Ek\'art, Anik\'o and Vanneschi, Leonardo and Esparcia-Alc\'azar, Anna Isabel}, interhash = {52e6a78c34c18fe8c3f78290d703f893}, intrahash = {41c5606d59f1b86eefb133c8ebd8cb83}, isbn = {3-540-71602-5}, isbn13 = {978-3-540-71602-0}, keywords = {algorithms, genetic programming}, month = {11 - 13 April}, notes = {Part of \cite{ebner:2007:GP} EuroGP'2007 held in conjunction with EvoCOP2007, EvoBIO2007 and EvoWorkshops2007}, pages = {311--320}, publisher = {Springer}, series = {Lecture Notes in Computer Science}, timestamp = {2008-06-19T17:51:47.000+0200}, title = {Fitness Landscape Analysis and Image Filter Evolution Using Functional-Level {CGP}}, volume = 4445, year = 2007 }