Signal Path Oriented Approach for Generation of Dynamic Process Models

Created by W.Langdon from gp-bibliography.bib Revision:1.4549

  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 =          "",
  URL =          "",
  URL =          "",
  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
  notes =        "GP-96 onject oriented GP OOGP",

Genetic Programming entries for Peter Marenbach Kurt Dirk Bettenhausen Stephan Freyer