Self-organizing Structured modeling of a Biotechnological Fed-batch fermentation by Means of Genetic Programming   [GP]

by

Bettenhausen, K., D., Marenbach, P., Freyer, S., Rettenmaier, H. and Nieken, U.

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Info: First International Conference on Genetic Algorithms in Engineering Systems: Innovations and Applications, GALESIA (Conference proceedings), 1995, p. 481-486
Keywords:genetic programming, symbolic modelling, system identification, biotechnology, predictive control
Abstract:
12--14 September 1995, Halifax Hall, University of Sheffield, UK see also http://www.iee.org.uk/LSboard/Conf/program/galprog.htm The article describes an approach for the self-organizing generation of models of complex and unknown processes by means of GP and its application on a biotechnological fed-batch production. First experiments of the symbolic generation of structured models within an industrial cooperation with BASF are presented.
Notes:
Deals much more than bettenhausen:1995:ssmbff and bettenhausen:1995:biox with the idea of Genetic Programming. First results from an application of our approach for finding model of an industrial fed-batch fermentation process are presented which. This work was part of an cooperation of our Institute and the BASF AG, Ludwigshafen, Germany. This paper includes a more detailed description of how our GP system works.
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BibTex:
@InProceedings{bettenhausen:1995:sombbffGP,
  author =       "K. D. Bettenhausen and P. Marenbach and Stephan Freyer
                 and Hans Rettenmaier and Ullrich Nieken",
  title =        "Self-organizing Structured modeling of a
                 Biotechnological Fed-batch fermentation by Means of
                 Genetic Programming",
  booktitle =    "First International Conference on Genetic Algorithms
                 in Engineering Systems: Innovations and Applications,
                 GALESIA",
  year =         "1995",
  editor =       "A. M. S. Zalzala",
  volume =       "414",
  pages =        "481--486",
  address =      "Sheffield, UK",
  publisher_address = "London, UK",
  month =        "12-14 " # sep,
  publisher =    "IEE",
  email =        "mali@rt.e-technik.tu-darmstadt.de",
  keywords =     "genetic programming, symbolic modelling, system
                 identification, biotechnology, predictive control",
  ISBN =         "0-85296-650-4",
  URL =          "http://www.rt.e-technik.tu-darmstadt.de/~mali/GP/rst_95_24.ps.gz",
  size =         "6 pages",
  abstract =     "12--14 September 1995, Halifax Hall, University of
                 Sheffield, UK see also
                 http://www.iee.org.uk/LSboard/Conf/program/galprog.htm

                 The article describes an approach for the
                 self-organizing generation of models of complex and
                 unknown processes by means of GP and its application on
                 a biotechnological fed-batch production. First
                 experiments of the symbolic generation of structured
                 models within an industrial cooperation with BASF are
                 presented.",
  notes =        "Deals much more than bettenhausen:1995:ssmbff and
                 bettenhausen:1995:biox with the idea of Genetic
                 Programming.

                 First results from an application of our approach for
                 finding model of an industrial fed-batch fermentation
                 process are presented which. This work was part of an
                 cooperation of our Institute and the BASF AG,
                 Ludwigshafen, Germany. This paper includes a more
                 detailed description of how our GP system works.

                 ",
}