PARAMETER IDENTIFICATION OF THE CALVIN PHOTOSYNTHESIS CYCLE

被引:22
作者
MILSTEIN, J
BREMERMANN, HJ
机构
[1] UNIV CALIF BERKELEY,DEPT MATH,BERKELEY,CA 94720
[2] UNIV CALIF BERKELEY,DIV MED PHYS,BERKELEY,CA 94720
关键词
Biochemical kinetics; Calvin cycle; Chemical biodynamics; Error sensitivity analysis; Mathematical models; Non-linear optimization; Numerical techniques; Parameter identification; Photosynthesis; Stiff systems of differential equations;
D O I
10.1007/BF00276924
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
This article is concerned with the determination of kinetic parameters of the Calvin photosynthesis cycle which is described by seventeen nonlinear ordinary differential equations. It is shown that the task requires dynamic data for several sets of initial conditions. The numerical technique is based upon an algorithm for non-linear optimization and Gear's numerical integration scheme for stiff systems of differential equations. The sensitivity of the parameters to noise in the data is tested with a method adapted from Rosenbrook and Storey. A preliminary set of parameters has been obtained from a preliminary set of experimental data. The numerical methods are then tested with synthetic data derived from these parameters. The mathematical model and the results obtained in the simulation are used as an aid in designing new experiments. © 1979 Springer-Verlag.
引用
收藏
页码:99 / 116
页数:18
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