Title :
Moment closure for biochemical networks
Author_Institution :
Dept. of Electr. & Comput. Eng., Univ. of California, Santa Barbara, CA
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;
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
DOI :
10.1109/ISCCSP.2008.4537208