DocumentCode
1704121
Title
Moment closure for biochemical networks
Author
Hespanha, João
Author_Institution
Dept. of Electr. & Comput. Eng., Univ. of California, Santa Barbara, CA
fYear
2008
Firstpage
142
Lastpage
147
Abstract
Moment closure is a technique used to construct systems of differential equations to approximately compute means, standard deviations, and correlations between molecule counts of species involved in chemical reactions. These techniques are especially useful when the number of molecules exhibit large stochasticity, which is not uncommon in bio-chemical reactions. We discusses several approaches to moment closure that have been proposed in the literature and that have been recently implemented in a Matlab toolbox.
Keywords
biochemistry; chemical reactions; molecular biophysics; biochemical networks; biochemical reactions; chemical reactions; differential equations; moment closure; stochasticity; Chemical elements; Chemical engineering; Computer networks; Differential equations; Statistical distributions; Steady-state; Vectors;
fLanguage
English
Publisher
ieee
Conference_Titel
Communications, Control and Signal Processing, 2008. ISCCSP 2008. 3rd International Symposium on
Conference_Location
St Julians
Print_ISBN
978-1-4244-1687-5
Electronic_ISBN
978-1-4244-1688-2
Type
conf
DOI
10.1109/ISCCSP.2008.4537208
Filename
4537208
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