Signal Path Oriented Approach for Generation of Dynamic Process Models

Created by W.Langdon from gp-bibliography.bib Revision:1.7615

@InProceedings{marenbach:1996:spdpm,

• author = "Peter Marenbach and Kurt D. Bettenhausen and Stephan Freyer",
• title = "Signal Path Oriented Approach for Generation of Dynamic Process Models",
• booktitle = "Genetic Programming 1996: Proceedings of the First Annual Conference",
• editor = "John R. Koza and David E. Goldberg and David B. Fogel and Rick L. Riolo",
• year = "1996",
• month = "28--31 " # jul,
• keywords = "genetic algorithms, genetic programming, process engineering, modelling, SMOG",
• pages = "327--332",
• address = "Stanford University, CA, USA",
• publisher = "MIT Press",
• URL = "http://www.rtr.tu-darmstadt.de/fileadmin/literature/rst_96_11.ps.gz",
• URL = "http://cognet.mit.edu/sites/default/files/books/9780262315876/pdfs/9780262315876_chap43.pdf",
• URL = "http://cognet.mit.edu/library/books/view?isbn=0262611279",
• size = "6 pages",
• 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.",
• notes = "GP-96 onject oriented GP OOGP",

}

Genetic Programming entries for Peter Marenbach Kurt Dirk Bettenhausen Stephan Freyer

Citations