%0 Conference Paper %1 gray:1996:nmsti %A Gray, Gary J. %A Murray-Smith, David J. %A Li, Yun %A Sharman, Ken C. %B Late Breaking Papers at the Genetic Programming 1996 Conference Stanford University July 28-31, 1996 %C Stanford University, CA, USA %D 1996 %E Koza, John R. %I Stanford Bookstore %K algorithms, genetic programming %P 32--37 %T Nonlinear Model Structure Identification Using Genetic Programming %U http://citeseer.ist.psu.edu/60878.html %X Genetic programming can be used to evolve an algebraic expression as part of an equation representing measured inputoutput response data. Parts of the nonlinear differential equations describing a dynamic system are identified along with their numerical parameters using genetic programming. The results of several such optimisations are analysed to produce a nonlinear physical representation of the dynamic system. This method is applied to the identification of fluid flow through pipes in a coupled water tank system. A representative nonlinear model is identified. %@ 0-18-201031-7

@inproceedings{gray:1996:nmsti, abstract = {Genetic programming can be used to evolve an algebraic expression as part of an equation representing measured inputoutput response data. Parts of the nonlinear differential equations describing a dynamic system are identified along with their numerical parameters using genetic programming. The results of several such optimisations are analysed to produce a nonlinear physical representation of the dynamic system. This method is applied to the identification of fluid flow through pipes in a coupled water tank system. A representative nonlinear model is identified.}, added-at = {2008-06-19T17:35:00.000+0200}, address = {Stanford University, CA, USA}, author = {Gray, Gary J. and Murray-Smith, David J. and Li, Yun and Sharman, Ken C.}, biburl = {https://www.bibsonomy.org/bibtex/25eca39465e47ecf68bfbf700070b0810/brazovayeye}, booktitle = {Late Breaking Papers at the Genetic Programming 1996 Conference Stanford University July 28-31, 1996}, editor = {Koza, John R.}, interhash = {80702aa2cbb5bf544a13c7e44b276a39}, intrahash = {5eca39465e47ecf68bfbf700070b0810}, isbn = {0-18-201031-7}, keywords = {algorithms, genetic programming}, month = {28--31 July}, notes = {GP-96LB The email address for the bookstore for mail orders is mailorder@bookstore.stanford.edu Phone no 415-329-1217 or 800-533-2670 See also FACULTY OF ENGINEERING, GLASGOW G12 8QQ, U.K. TECHNICAL REPORT: CSC-96xxx}, pages = {32--37}, publisher = {Stanford Bookstore}, publisher_address = {Stanford University, Stanford, California 94305-3079, USA}, timestamp = {2008-06-19T17:40:35.000+0200}, title = {Nonlinear Model Structure Identification Using Genetic Programming}, url = {http://citeseer.ist.psu.edu/60878.html}, year = 1996 }