APPLICATION OF GENETIC ALGORITHMS TO PARAMETER-ESTIMATION OF BIOPROCESSES

Authors
PARK LJ PARK CH PARK C LEE T
Citation
Lj. Park et al., APPLICATION OF GENETIC ALGORITHMS TO PARAMETER-ESTIMATION OF BIOPROCESSES, Medical & biological engineering & computing, 35(1), 1997, pp. 47-49
Citations number
6
Categorie Soggetti
Engineering, Biomedical","Computer Science Interdisciplinary Applications","Medical Informatics
Journal title
Medical & biological engineering & computing → ACNP
ISSN journal
01400118
Volume
35
Issue
1
Year of publication
1997
Pages
47 - 49
Database
ISI
SICI code
0140-0118(1997)35:1<47:AOGATP>2.0.ZU;2-0
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 fo r quantifying the kinetic parameters Using kinetic data. As the operat ion of the GA does not depend on the form of the model equation, it ca n be applied to the wide spectrum of kinetic modelling problems withou t any complex formulation procedure.