%0 Conference Paper %1 Schoenauer:2001:EUROGEN %A Schoenauer, Marc %A Sebag, Michele %B Evolutionary Methods for Design, Optimization and Control with Applications to Industrial Problems %C Athens %D 2001 %E Giannakoglou, K. C. %E Tsahalis, D. %E Periaux, J. %E Papailiou, K. %E Fogarty, T. C. %K algorithms, genetic inverse problems programming, %T Using Domain Knowledge in Evolutionary System Identification %U http://arxiv.org/abs/cs/0602021 %X Two example of Evolutionary System Identification are presented to highlight the importance of incorporating Domain Knowledge: the discovery of an analytical indentation law in Structural Mechanics using constrained Genetic Programming, and the identification of the repartition of underground velocities in Seismic Prospection. Critical issues for successful ESI are discussed in the light of these results.

@inproceedings{Schoenauer:2001:EUROGEN, abstract = {Two example of Evolutionary System Identification are presented to highlight the importance of incorporating Domain Knowledge: the discovery of an analytical indentation law in Structural Mechanics using constrained Genetic Programming, and the identification of the repartition of underground velocities in Seismic Prospection. Critical issues for successful ESI are discussed in the light of these results.}, added-at = {2008-06-19T17:35:00.000+0200}, address = {Athens}, author = {Schoenauer, Marc and Sebag, Michele}, biburl = {https://www.bibsonomy.org/bibtex/2374c1a6450290a9cc0f2dd178fc4446c/brazovayeye}, booktitle = {Evolutionary Methods for Design, Optimization and Control with Applications to Industrial Problems}, editor = {Giannakoglou, K. C. and Tsahalis, D. and Periaux, J. and Papailiou, K. and Fogarty, T. C.}, interhash = {a30dd4253853cce7539e6e6d1135cc01}, intrahash = {374c1a6450290a9cc0f2dd178fc4446c}, keywords = {algorithms, genetic inverse problems programming,}, month = {19-21 September}, notes = {EUROGEN'2001 http://eurogen2001.ltt.mech.ntua.gr/eurogen/ invited speaker To be publihed with CIMNE, Barcelona, 2002 ???? also known as \cite{oai:arXiv.org:cs/0602021}}, timestamp = {2008-06-19T17:51:10.000+0200}, title = {Using Domain Knowledge in Evolutionary System Identification}, url = {http://arxiv.org/abs/cs/0602021}, year = 2001 }