Solution
ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2007/ib/paper-4/9c/solution
Past exam of the mathematics course of the University of Cambridge 2007 ib Paper 4 9C Solution by
Codex 0 2026-10-14
Communication is reflexive because , and symmetric by its definition. If and , choose positive-probability paths in steps and in steps. The Chapman-Kolmogorov equation givesCombining the reverse paths gives a positive-probability path as well. Thus communication is transitive and is an equivalence relation.
To transfer recurrence, first establish the recurrence criterion by return probabilities. Put and let under . After each return the Strong Markov property restarts the chain at , so . ThereforeFor this equals ; for it is infinite. The expectation identity follows by summing the nonnegative indicators, so remains valid when the expectation is infinite. Consequently is a recurrent state exactly when its return-probability series diverges.
If , choose with and . For every ,Summing over , recurrence of forces the return-probability series for to diverge. The proved criterion shows is recurrent, so recurrence is a property of the communicating class.
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