%0 Conference Paper %1 marenbach:1996:spdpm %A Marenbach, Peter %A Bettenhausen, Kurt D. %A Freyer, Stephan %B Genetic Programming 1996: Proceedings of the First Annual Conference %C Stanford University, CA, USA %D 1996 %E Koza, John R. %E Goldberg, David E. %E Fogel, David B. %E Riolo, Rick L. %I MIT Press %K SMOG algorithms, engineering, genetic modelling, process programming, %P 327--332 %T Signal Path Oriented Approach for Generation of Dynamic Process Models %U http://www.rtr.tu-darmstadt.de/fileadmin/literature/rst_96_11.ps.gz %X This paper discusses our tool for automatic generation of structured models for complex dynamic processes by means of genetic programming. In contrast to other techniques which use genetic programming to find an appropriate arithmetic expression in order to describe the input-output behaviour of a process, this tool is based on a block oriented approach with a transparent description of signal paths. A short survey on other techniques for computer based system identification is given and the basic concept of SMOG (Structured MOdel Generator) is described. Furthermore latest extensions of the system are presented in detail, including automatic defined sub-models and qualitative fitness criteria.

@inproceedings{marenbach:1996:spdpm, abstract = {This paper discusses our tool for automatic generation of structured models for complex dynamic processes by means of genetic programming. In contrast to other techniques which use genetic programming to find an appropriate arithmetic expression in order to describe the input-output behaviour of a process, this tool is based on a block oriented approach with a transparent description of signal paths. A short survey on other techniques for computer based system identification is given and the basic concept of SMOG (Structured MOdel Generator) is described. Furthermore latest extensions of the system are presented in detail, including automatic defined sub-models and qualitative fitness criteria.}, added-at = {2008-06-19T17:35:00.000+0200}, address = {Stanford University, CA, USA}, author = {Marenbach, Peter and Bettenhausen, Kurt D. and Freyer, Stephan}, biburl = {https://www.bibsonomy.org/bibtex/280b96372786f86a2241479deaf491c80/brazovayeye}, booktitle = {Genetic Programming 1996: Proceedings of the First Annual Conference}, editor = {Koza, John R. and Goldberg, David E. and Fogel, David B. and Riolo, Rick L.}, interhash = {0dce88632761c5f7088fd77f437dc889}, intrahash = {80b96372786f86a2241479deaf491c80}, keywords = {SMOG algorithms, engineering, genetic modelling, process programming,}, month = {28--31 July}, notes = {GP-96 onject oriented GP OOGP}, pages = {327--332}, publisher = {MIT Press}, size = {6 pages}, timestamp = {2008-06-19T17:46:16.000+0200}, title = {Signal Path Oriented Approach for Generation of Dynamic Process Models}, url = {http://www.rtr.tu-darmstadt.de/fileadmin/literature/rst_96_11.ps.gz}, year = 1996 }