DocumentCode
1800488
Title
Parameter sensitivity analysis for the Calvin cycle by use of an algebraic-equation method
Author
Yang Meng ; Jin Guo ; Yanlong Zhao
Author_Institution
Key Lab. of Syst. & Control, Acad. of Math. & Syst. Sci., Beijing, China
fYear
2013
fDate
26-28 July 2013
Firstpage
8268
Lastpage
8273
Abstract
This paper takes a simplified model for example to investigate the parameter sensitivity of the Calvin cycle. A parameter sensitivity analysis method is proposed by Taylor expansion and multi-linear regression. The rationality of the method is discussed and the definition of sensitivity vector is introduced to describe the role of each parameter and an algorithm is proposed to study parameter sensitivity of a class of biochemical reactions described by differential equations. Using such method, the sensitivity vector of the steady-state concentration of each metabolite in the Calvin cycle is obtained and the one of overall variables containing the interaction of parameters is also derived.
Keywords
algebra; chemical engineering; chemical reactions; differential equations; regression analysis; sensitivity analysis; Calvin cycle; Taylor expansion; algebraic-equation method; biochemical reactions; differential equations; multilinear regression; parameter sensitivity analysis; sensitivity vector definition; steady-state metabolite concentration; Electronics packaging; Equations; Mathematical model; Sensitivity analysis; Steady-state; Vectors; Calvin cycle; multi-linear regression; parameter sensitivity vector;
fLanguage
English
Publisher
ieee
Conference_Titel
Control Conference (CCC), 2013 32nd Chinese
Conference_Location
Xi´an
Type
conf
Filename
6640900
Link To Document