%0 Conference Paper %1 1068343 %A Keijzer, Maarten %A Baptist, Martin %A Babovic, Vladan %A Uthurburu, Javier Rodriguez %B GECCO 2005: Proceedings of the 2005 conference on Genetic and evolutionary computation %C Washington DC, USA %D 2005 %E Beyer, Hans-Georg %E O'Reilly, Una-May %E Arnold, Dirk V. %E Banzhaf, Wolfgang %E Blum, Christian %E Bonabeau, Eric W. %E Cantu-Paz, Erick %E Dasgupta, Dipankar %E Deb, Kalyanmoy %E Foster, James A. %E de Jong, Edwin D. %E Lipson, Hod %E Llora, Xavier %E Mancoridis, Spiros %E Pelikan, Martin %E Raidl, Guenther R. %E Soule, Terence %E Tyrrell, Andy M. %E Watson, Jean-Paul %E Zitzler, Eckart %I ACM Press %K Applications, Real World algorithms, equation genetic hydraulics, hydrology, induction, measurement programming, units %P 1999--2006 %T Determining equations for vegetation induced resistance using genetic programming %U http://doi.acm.org/10.1145/1068009.1068343 %V 2 %@ 1-59593-010-8

@inproceedings{1068343, added-at = {2008-06-19T17:35:00.000+0200}, address = {Washington DC, USA}, author = {Keijzer, Maarten and Baptist, Martin and Babovic, Vladan and Uthurburu, Javier Rodriguez}, biburl = {https://www.bibsonomy.org/bibtex/2cd0b561565e9c67c255f35f6d47f71f1/brazovayeye}, booktitle = {{GECCO 2005}: Proceedings of the 2005 conference on Genetic and evolutionary computation}, editor = {Beyer, Hans-Georg and O'Reilly, Una-May and Arnold, Dirk V. and Banzhaf, Wolfgang and Blum, Christian and Bonabeau, Eric W. and Cantu-Paz, Erick and Dasgupta, Dipankar and Deb, Kalyanmoy and Foster, James A. and {de Jong}, Edwin D. and Lipson, Hod and Llora, Xavier and Mancoridis, Spiros and Pelikan, Martin and Raidl, Guenther R. and Soule, Terence and Tyrrell, Andy M. and Watson, Jean-Paul and Zitzler, Eckart}, interhash = {e1da9432f80919d4e3707faa28ce4222}, intrahash = {cd0b561565e9c67c255f35f6d47f71f1}, isbn = {1-59593-010-8}, keywords = {Applications, Real World algorithms, equation genetic hydraulics, hydrology, induction, measurement programming, units}, month = {25-29 June}, notes = {GECCO-2005 A joint meeting of the fourteenth international conference on genetic algorithms (ICGA-2005) and the tenth annual genetic programming conference (GP-2005). ACM Order Number 910052 7. CONCLUSIONS Four formulations for waterdepth-related resistance induced by vegetation are studied and compared. Two have been explicitly derived by a scientist building upon the extensive literature on this subject. One expression was derived by dimensionally aware genetic programming, and finally one expression was created by manually analysing and improving the genetic programming equation. It was found that the genetic programming equations were superior to the manually derived equations, both on their performance on synthetic training and laboratory testing data, and in the economy of detail that needs to be modelled. The manually improved expression was found to be in good agreement with previous expressions found in the literature, and performed competitive with the detailed model that was used to generate the training data.}, organisation = {ACM SIGEVO (formerly ISGEC)}, pages = {1999--2006}, publisher = {ACM Press}, publisher_address = {New York, NY, 10286-1405, USA}, timestamp = {2008-06-19T17:43:04.000+0200}, title = {Determining equations for vegetation induced resistance using genetic programming}, url = {http://doi.acm.org/10.1145/1068009.1068343}, volume = 2, year = 2005 }