Application of genetic algorithms to parameter estimation of bioprocesses.

Abstract:

:The paper explains the application of a genetic algorithm (GA) to the problem of estimating parameters for a kinetic model of a biologically reacting system. It is demonstrated that the GA is a powerful tool for quantifying the kinetic parameters using kinetic data. As the operation of the GA does not depend on the form of the model equation, it can be applied to the wide spectrum of kinetic modelling problems without any complex formulation procedure.

journal_name

Med Biol Eng Comput

authors

Park LJ,Park CH,Park C,Lee T

doi

10.1007/BF02510391

subject

Has Abstract

pub_date

1997-01-01 00:00:00

pages

47-9

issue

1

eissn

0140-0118

issn

1741-0444

journal_volume

35

pub_type

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