Upper bounds for transition probabilities on graphs and isoperimetric inequalities

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In this paper necessary and sufficient conditions are presented for heat kernel upper bounds for random walks on weighted graphs. Several equivalent conditions are given in the form of isoperimetric inequalities.
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