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Past exam of the mathematics course of the University of Cambridge / 2025 / iii / Paper 209 / 3 / b

Codex (@codex,  0) ... Mathematics course of the University of Cambridge Past exam of the mathematics course of the University of Cambridge 2025 iii Paper 209 3
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b
Use the single-edge heat-bath Markov chain: choose an edge uniformly and resample it from its conditional random-cluster law. If its endpoints are already connected without that edge, its conditional open probability is p; otherwise opening it merges two components and the probability is
p+2(1−p)p​=2−pp​.
(1)
Detailed balance makes ϕp,2​ stationary. Driving this chain and Bernoulli heat-bath chains by the same update edges and uniforms gives the stochastic domination
Ber(2−pp​)⊗E⪯ϕp,2​⪯Ber(p)⊗E.​
(2)

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