File Entry: Parameter Estimation for Simulation of Glycolysis Pathway by Using an Improved Differential Evolution
Created: 2012-05-11 02:28:43
Last updated: 2012-05-11 02:28:44
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Title | Parameter Estimation for Simulation of Glycolysis Pathway by Using an Improved Differential Evolution |
File name | C.K._Chong_M.S._Mohamad_S._Deris_Y.W._Choon_L.E._Chai2011-Parameter_Estimation_for_Simulation_of_Glycolysis_Pathway_by_U.pdf |
File size | 738824 |
SHA1 | 980cd99d5b246d79a17f4d4c5d4b02b9c75f547d |
Content type | Adobe PDF |
Description
An improved differential evolution (DE) algorithm is proposed in
this paper to optimize its performance in estimating the germane parameters for
metabolic pathway data which is used to simulate glycolysis pathway for
Satcharomyces cerevisiae. This study presents an improved algorithm of
parameter sensitivity test into the process of DE algorithm. The result of the
improved algorithm is testified to be better than the other estimation algorithms.
The outcomes from this study promote estimating of optimal kinetic
parameters, shorter computation time and ameliorating the precision of the
simulated kinetic model for experimental data.
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