conference paper
Tail approximation for the chemical master equation
published
yes
Thomas A
Henzinger
author 40876CD8-F248-11E8-B48F-1D18A9856A870000−0002−2985−7724
Maria
Mateescu
author
ToHe
department
WCSB: Workshop on Computational Systems Biology (TICSP)
The chemical master equation is a differential equation describing the time evolution of the probability distribution over the possible “states” of a biochemical system. The solution of this equation is of interest within the systems biology field ever since the importance of the molec- ular noise has been acknowledged. Unfortunately, most of the systems do not have analytical solutions, and numerical solutions suffer from the course of dimensionality and therefore need to be approximated. Here, we introduce the concept of tail approximation, which retrieves an approximation of the probabilities in the tail of a distribution from the total probability of the tail and its conditional expectation. This approximation method can then be used to numerically compute the solution of the chemical master equation on a subset of the state space, thus fighting the explosion of the state space, for which this problem is renowned.
https://research-explorer.app.ist.ac.at/download/3301/5331/IST-2012-91-v1+1_Tail_approximation_for_the_chemical_master_equation.pdf
application/pdfno
Tampere International Center for Signal Processing2011
eng
Henzinger, Thomas A, and Maria Mateescu. “Tail Approximation for the Chemical Master Equation.” Tampere International Center for Signal Processing, 2011.
Henzinger TA, Mateescu M. 2011. Tail approximation for the chemical master equation. WCSB: Workshop on Computational Systems Biology (TICSP)
T. A. Henzinger and M. Mateescu, “Tail approximation for the chemical master equation,” presented at the WCSB: Workshop on Computational Systems Biology (TICSP), 2011.
Henzinger, Thomas A., and Maria Mateescu. <i>Tail Approximation for the Chemical Master Equation</i>. Tampere International Center for Signal Processing, 2011.
Henzinger TA, Mateescu M. Tail approximation for the chemical master equation. In: Tampere International Center for Signal Processing; 2011.
Henzinger, T. A., & Mateescu, M. (2011). Tail approximation for the chemical master equation. Presented at the WCSB: Workshop on Computational Systems Biology (TICSP), Tampere International Center for Signal Processing.
T.A. Henzinger, M. Mateescu, in:, Tampere International Center for Signal Processing, 2011.
33012018-12-11T12:02:33Z2019-08-02T12:38:08Z