Chemical master equation 2026-09-28
For reactions with stoichiometric vectors and reaction propensity functions , the probability mass function obeysIt is the forward operator of a Markov jump process equation for the copy-number continuous-time Markov chain.
Past exam of the mathematics course of the University of Cambridge 2024 iii Paper 356 1 b Solution 2026-09-28
For a function on the copy-number state space, define the shift operatorWith the propensities from part (a), the forward operator of a Markov jump process isEquivalently, the chemical master equation has the gain-minus-loss formwhere terms outside the state space vanish.
The adjoint Markov jump-process generator acts on observables:Indeed, shifting the summation index in the gain terms gives .