• 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