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How edge-reinforced random walk arises naturally - MaRDI portal

How edge-reinforced random walk arises naturally (Q1404210)

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scientific article; zbMATH DE number 1968521
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How edge-reinforced random walk arises naturally
scientific article; zbMATH DE number 1968521

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    How edge-reinforced random walk arises naturally (English)
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    20 August 2003
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    The paper concerns the random walk on locally finite graph. It is introduced a notion of partial exchangeability and it is given a characterization of the random walk in terms of this notion, i.e., it is proved a theorem relating the fact that the random walk is a unique mixture of reversible Markov chains with the partial exchangeability condition. The second result concerns the case in which the graph is \(2\)-edge-connected. Under some assumptions on the nearest neighbor random walk on \(G\) it is proved that the random walk is an edge-reinfoced random walk or a non-reinfoced random walk. This result is obtained by introducing the definition of modified edge-reinfoced random walk and proving his characterization in terms of certain partially exchangeable sequences.
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    partial exchangeability
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    nearest neighbor random walk
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    edge-reinforced random walk
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    partially exchangeable sequences
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