Solution

ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2024/iii/paper-356/1/a/solution

Write the molecular copy numbers as and use the power-law reaction propensity convention of the paper. The seven propensities and stoichiometric vectors are
A channel is assigned zero propensity whenever its update would leave the nonnegative integer lattice.
The Gillespie algorithm starts from and . At the current state compute . If , terminate the path. Otherwise draw independent random variables from the uniform distribution on , set the next waiting time to
and choose the least index satisfying
Then update and , and repeat. The minimum of the seven competing reaction clocks has an exponential distribution of rate , while reaction wins with probability .

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