Abstract
Modelling of biotechnological processes is generally
difficult and time consuming. In order to generate
mathematical models of a studied reaction system in a
short time period a new modelling technique for the
optimisation of structures, based on the principles of
evolution, was developed. This method generates
transparent and comprehensible dynamic models in a data
driven manner. In addition it is able to automatically
refine sub-models or to verify model ideas. The
transparent mathematical form of the generated models
is a major advantage giving the user the opportunity to
interpret the model and to influence the modelling
process interactively. The article at hand presents two
examples of biotechnological processes for which this
new method was successfully applied.
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