Variance bounds for a class of biochemical reactions with bursts using a discrete expansion
Accepted version
Peer-reviewed
Repository URI
Repository DOI
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Authors
Carratelli, GP
Lestas, I
Abstract
We consider the problem of quantifying the variance in the number of molecules of a species, in biochemical reactions with nonlinear reaction rates. We address this problem for a particular configuration where a species is formed with bursts, with a nonlinear rate that depends on another spontaneously formed species. By making use of an appropriately formulated expansion based on the Newton series, in conjunction with spectral properties of the master equation, we derive an analytical expression that provides a hard bound for the variance. We also show that this bound is exact when the propensities are linear. Furthermore, numerical simulations demonstrate that this is very close to the actual variance.
Description
Keywords
4901 Applied Mathematics, 49 Mathematical Sciences, 51 Physical Sciences
Journal Title
Proceedings of the IEEE Conference on Decision and Control
Conference Name
2020 59th IEEE Conference on Decision and Control (CDC)
Journal ISSN
0743-1546
2576-2370
2576-2370
Volume Title
2020-December
Publisher
IEEE
Publisher DOI
Rights
All rights reserved
Sponsorship
European Research Council (679774)
EPSRC (2107279)
EPSRC (2107279)
ERC starting grant 679774