%0 Journal Article %1 oltean:2004:CS %A Oltean, Mihai %A Grosan, Crina %D 2004 %J Complex Systems %K GEP, MEP algorithms, evolution, genetic grammatical programming, %N 4 %T A Comparison of Several Linear Genetic Programming Techniques %U http://www.cs.ubbcluj.ro/~cgrosan/030409_edited.pdf %V 14 %X A comparison between four Genetic Programming techniques is presented in this paper. The compared methods are Multi-Expression Programming, Gene Expression Programming, Grammatical Evolution, and Linear Genetic Programming. The comparison includes all aspects of the considered evolutionary algorithms: individual representation, fitness assignment, genetic operators, and evolutionary scheme. Several numerical experiments using five benchmarking problems are carried out. Two test problems are taken from PROBEN1 and contain real-world data. The results reveal that Multi-Expression Programming has the best overall behavior for the considered test problems, closely followed by Linear Genetic Programming.

@article{oltean:2004:CS, abstract = {A comparison between four Genetic Programming techniques is presented in this paper. The compared methods are Multi-Expression Programming, Gene Expression Programming, Grammatical Evolution, and Linear Genetic Programming. The comparison includes all aspects of the considered evolutionary algorithms: individual representation, fitness assignment, genetic operators, and evolutionary scheme. Several numerical experiments using five benchmarking problems are carried out. Two test problems are taken from PROBEN1 and contain real-world data. The results reveal that Multi-Expression Programming has the best overall behavior for the considered test problems, closely followed by Linear Genetic Programming.}, added-at = {2008-06-19T17:46:40.000+0200}, author = {Oltean, Mihai and Grosan, Crina}, biburl = {https://www.bibsonomy.org/bibtex/2bb84ebba1c37b360284ff7d9fd75e198/brazovayeye}, interhash = {243ee58c1e6c11352a578841b3284e61}, intrahash = {bb84ebba1c37b360284ff7d9fd75e198}, issn = {0891-2513}, journal = {Complex Systems}, keywords = {GEP, MEP algorithms, evolution, genetic grammatical programming,}, number = 4, size = {29 pages}, timestamp = {2008-06-19T17:48:51.000+0200}, title = {A Comparison of Several Linear Genetic Programming Techniques}, url = {http://www.cs.ubbcluj.ro/~cgrosan/030409_edited.pdf}, volume = 14, year = 2004 }