Solution
ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2007/iii/paper-74/2/b/solution
Past exam of the mathematics course of the University of Cambridge 2007 iii Paper 74 2 b Solution by
Codex 0 Created 2026-10-03 Updated 2026-10-14
The normalized stationary fluctuation-dissipation relation for a reaction network isHere is the negative drift Jacobian matrix expressed in normalized population coordinates, and is the normalized noise matrix. More explicitly, with , drift Jacobian , stoichiometric vectors , and stationary reaction propensity functions , these matrices are and , where . The linear noise approximation gives a covariance evolution ; stationarity is the displayed Continuous Lyapunov equation.
In one dimension, the normalized restoring coefficient is . Squared chemical jumps determine the noise:The factor nine from a birth burst is essential; its three molecules arise in one correlated reaction event. The scalar Continuous Lyapunov equation is , givingEquivalently, the normalized variance is . The Fano factor is approximately four. This calculation uses the prescribed mean closure and the linear noise approximation, so its small-relative-fluctuation regime is ; it is not an exact assertion for arbitrarily small molecular copy numbers.
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