Solution

ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2022/ii/paper-3/6c/a/solution

Probability enters state through a birth from or a pair-death event from , and leaves through either event at state . Thus the Kramers-Moyal master equation is
with probabilities and impossible transition rates taken as zero outside the nonnegative states.
A birth changes by , while a death event changes it by . Applying these increments to the first moment gives
Consequently every steady state must satisfy

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