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Data-driven Structured Modelling of a Biotechnological Fed-batch Fermentation by Means of Genetic Programming

, , , , and . Proc.\ of the Institution of Mechanical Engineers Part I, (1997)

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Selbstorganisierende Generierung strukturierter Prozemodelle, , and . at -- Automatisierungstechnik, 43 (6): 277--288 (1995)Using Prior Knowledge and Obtaining Process Insight in Data Based Modelling of Bioprocesses. System Analysis Modelling Simulation, (1998)Data-driven Structured Modelling of a Biotechnological Fed-batch Fermentation by Means of Genetic Programming, , , , and . Proc.\ of the Institution of Mechanical Engineers Part I, (1997)Genetic Programming: An Introduction and Survey of Applications, , , , and . Second International Conference on Genetic Algorithms in Engineering Systems: Innovations and Applications, GALESIA, University of Strathclyde, Glasgow, UK, Institution of Electrical Engineers, (1-4 September 1997)Evolutionary Generation and Refinement of Mathematical Process Models, , , and . Eufit '98, 6th European Congress on Intelligent Techniques and Soft Computing, ELITE - European Laboratory for Intelligent TechniquesEngineering, III, page 1471--1475. Aachen, Germany, (1998)Generierung von Modellen biotechnologischer Prozesse, and . Industrielle Anwendung Evolutionärer Algorithmen, R.\ Oldenbourg Verlag, (1998)Signal Path Oriented Approach for Generation of Dynamic Process Models, , and . Genetic Programming 1996: Proceedings of the First Annual Conference, page 327--332. Stanford University, CA, USA, MIT Press, (28--31 July 1996)Status und Perspektiven der strukturierten Modellbildung mit Hilfe Genetischer Algorithmen. FG Regelsystemtheorie & Robotik, TH Darmstadt, Landgraf-Georg-Str.~4, D-64283 Darmstadt, Germany, (1995)Rechnergestützte Methoden zur interaktiven Modellierung biotechnologischer Prozesse. TU Darmstadt, Aachen, Germany, Dissertation, Berichte aus der Automatisierungstechnik, (October 1999)Self-organizing modeling of biotechnological batch and fed-batch fermentations, and . EUROSIM'95, Vienna, Austria, Elsevier, (1995)