%0 Book Section %1 kotanchek:2003:GPTP %A Kotanchek, Mark %A Smits, Guido %A Kordon, Arthur %B Genetic Programming Theory and Practise %D 2003 %E Riolo, Rick L. %E Worzel, Bill %I Kluwer %K ANN, Empirical Machines, Modeling, Networks Neural Regression, SVM, Support Symbolic Vector algorithms, genetic programming, %P 239--256 %T Industrial Strength Genetic Programming %X Since the mid-1990's, symbolic regression via genetic programming (GP) has become a core component of a multi-disciplinary approach to empirical modeling at Dow Chemical. Herein we review the role of symbolic regression within an integrated empirical modeling methodology, discuss symbolic regression system design issues, best practices and lessons learned from industrial application, and present future directions for research and application %& 15 %@ 1-4020-7581-2

@incollection{kotanchek:2003:GPTP, abstract = {Since the mid-1990's, symbolic regression via genetic programming (GP) has become a core component of a multi-disciplinary approach to empirical modeling at Dow Chemical. Herein we review the role of symbolic regression within an integrated empirical modeling methodology, discuss symbolic regression system design issues, best practices and lessons learned from industrial application, and present future directions for research and application}, added-at = {2008-06-19T17:35:00.000+0200}, author = {Kotanchek, Mark and Smits, Guido and Kordon, Arthur}, biburl = {https://www.bibsonomy.org/bibtex/23e6db93e7049cd83d20d06eeb9886ffc/brazovayeye}, booktitle = {Genetic Programming Theory and Practise}, chapter = 15, editor = {Riolo, Rick L. and Worzel, Bill}, interhash = {b23d562f15a0dfbd4ddf6e67aa4f547c}, intrahash = {3e6db93e7049cd83d20d06eeb9886ffc}, isbn = {1-4020-7581-2}, keywords = {ANN, Empirical Machines, Modeling, Networks Neural Regression, SVM, Support Symbolic Vector algorithms, genetic programming,}, notes = {In theory, there is no difference between theory and practice. In practice, there is. -- Jan L.A. van de Snepscheut Dowchemical}, pages = {239--256}, publisher = {Kluwer}, size = {18 pages}, timestamp = {2008-06-19T17:43:42.000+0200}, title = {Industrial Strength Genetic Programming}, year = 2003 }