%0 Book Section %1 kordon:2005:GPTP %A Kordon, Arthur %A Castillo, Flor %A Smits, Guido %A Kotanchek, Mark %B Genetic Programming Theory and Practice III %C Ann Arbor %D 2005 %E Yu, Tina %E Riolo, Rick L. %E Worzel, Bill %I Springer %K algorithms, applications, design experiments, genetic industrial of parameter problems, programming, real regression, selection symbolic world %P 241--258 %T Application Issues of Genetic Programming in Industry %V 9 %X The chapter gives a systematic view, based on the experience from The Dow Chemical Company, of the key issues for applying symbolic regression with Genetic Programming (GP) in industrial problems. The competitive advantages of GP are defined and several industrial problems appropriate for GP are recommended and referenced with specific applications in the chemical industry. A systematic method for selecting the key GP parameters, based on statistical design of experiments, is proposed. The most significant technical and non-technical issues for delivering a successful GP industrial application are discussed briefly. %& 16 %@ 0-387-28110-X

@incollection{kordon:2005:GPTP, abstract = {The chapter gives a systematic view, based on the experience from The Dow Chemical Company, of the key issues for applying symbolic regression with Genetic Programming (GP) in industrial problems. The competitive advantages of GP are defined and several industrial problems appropriate for GP are recommended and referenced with specific applications in the chemical industry. A systematic method for selecting the key GP parameters, based on statistical design of experiments, is proposed. The most significant technical and non-technical issues for delivering a successful GP industrial application are discussed briefly.}, added-at = {2008-06-19T17:35:00.000+0200}, address = {Ann Arbor}, author = {Kordon, Arthur and Castillo, Flor and Smits, Guido and Kotanchek, Mark}, biburl = {https://www.bibsonomy.org/bibtex/2d5bb90b233d2c509e6ffa7c5f525aa9d/brazovayeye}, booktitle = {Genetic Programming Theory and Practice {III}}, chapter = 16, editor = {Yu, Tina and Riolo, Rick L. and Worzel, Bill}, interhash = {9d42ed4afb7094338457ebfc8b7c9561}, intrahash = {d5bb90b233d2c509e6ffa7c5f525aa9d}, isbn = {0-387-28110-X}, keywords = {algorithms, applications, design experiments, genetic industrial of parameter problems, programming, real regression, selection symbolic world}, month = {12-14 May}, notes = {part of \cite{yu:2005:GPTP} Published Jan 2006 after the workshop}, pages = {241--258}, publisher = {Springer}, series = {Genetic Programming}, size = {18 pages}, timestamp = {2008-06-19T17:43:37.000+0200}, title = {Application Issues of Genetic Programming in Industry}, volume = 9, year = 2005 }