Evolving a Hybrid Model of a Fed-batch Fermentation Process
Created by W.Langdon from
gp-bibliography.bib Revision:1.7954
- @TechReport{mckay:1996:ehmffp,
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author = "B. McKay and C. Sanderson and M. J. Willis and
J. Barford and G. Barton",
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title = "Evolving a Hybrid Model of a Fed-batch Fermentation
Process",
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institution = "Chemical Engineering, Newcastle University",
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year = "1996",
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address = "UK",
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keywords = "genetic algorithms, genetic programming",
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broken = "http://lorien.ncl.ac.uk/sorg/paper6.ps",
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size = "12 pages",
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abstract = "This paper presents a novel method for the system
identification of the fed-batch fermentation process
defined in the problem statement of the
Biotechnological Control Forum Modelling and Control
Competition. The identification methodology involves a
hybrid of mechanistic modelling and Genetic Programming
techniques. It provides an accurate model of the system
which should be extremely useful in both the
optimisation and control of this process. The
performance of the model as a 25 time unit ahead
predictor of product concentration (on unseen
verification data) is such that the root mean square
error between the actual and predicted output is less
than 5percent over the range of interest.",
-
notes = "MSword postscript not compatible with unix",
- }
Genetic Programming entries for
Ben McKay
C Sanderson
Mark J Willis
J Barford
Geoffrey W Barton
Citations