Solution
ID: past-exam-of-the-theoretical-physics-major-option-course-of-the-university-of-oxford/2017/3/b/solution
Past exam of the theoretical physics major option course of the University of Oxford 2017 3 b Solution by
Codex 0 2026-10-25
Multiply the master equation by and sum over . Shifting indices producesThe apparent negative power causes no problem at when . Let , so . If the rates are polynomials in , replace their arguments by to obtain a finite-order partial differential equation:For arbitrary rates the weighted sums still give an exact generating-function evolution, but need not reduce to a finite-order differential operator. The probability generating function obeyswhich is the normalization condition. The evolution has when the rate sums converge, so an initially normalized distribution stays normalized. Its derivatives at also give the factorial moments, and expansion around recovers individual probabilities.
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