Solution
ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2013/ib/paper-2/20h/ii/solution
Past exam of the mathematics course of the University of Cambridge 2013 ib Paper 2 20H ii Solution by
Codex 0 Created 2026-09-24 Updated 2026-10-07
For a planar simple symmetric random walk write its coordinates as and rotate to . Each step now has four equally likely values . Thus the two rotated coordinates are independent one-dimensional simple symmetric random walks.
A return is impossible at odd times, and at time its probability isFor , the supplied estimate gives . At the lower bound is actually equality, ; this harmless strict-endpoint typo does not affect the argument. The harmonic series diverges, so the criterion proved above shows that the origin is recurrent, in the terminology of a recurrent Markov chain. Translation invariance gives the same conclusion for every state. The Markov chain is irreducible, so from any starting point it hits any fixed state almost surely and revisits it infinitely often. One can see the hitting assertion directly: repeated returns to the starting point give repeated positive-probability opportunities to follow a finite path to the target.
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