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image/svg+xml Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Closed Access logo, derived from PLoS Open Access logo. This version with transparent background. http://commons.wikimedia.org/wiki/File:Closed_Access_logo_transparent.svg Jakob Voss, based on art designer at PLoS, modified by Wikipedia users Nina and Beao Acta Mathematica Hun...arrow_drop_down
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Acta Mathematica Hungarica
Article . 2002 . Peer-reviewed
License: Springer Nature TDM
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Tubular recurrence

Authors: Keane, M.S.; Rolles, S.W.W.;

Tubular recurrence

Abstract

Let \(G =(V, E)\) with vertex set \(V\) and edge set \(E\) be a connected locally finite graph with all edges directed. The author introduces the directed edge-reinforced random walk on \(G\); each edge is assigned a strictly positive real number as initial weight. In each step the object executing the random walk moves from one vertex to another adjacent one with a probability proportional to the weight of the edge chosen. Each time an edge is traversed by the object the weight is increased by unity. In a similar way an environment is defined as a function defined on the collection of all the edges; if \((u, v)\) is an edge from vertex \(u\) to \(v\), then \(0 \leq \omega (u,v) \leq 1\) with the property \( \sum \omega (u,v)=1 \text{for all} u \in V,\) where the summation is over \(\{v \in V: (u, v)\) is an edge\}. By introducing a Markov chain on \(G\) induced by the environment, the author creates a Markov chain with \(\omega\) dependent Markov transition probabilities. If at this stage a probability measure is introduced on \(\Omega\) the collection of all environments, a random walk in a random environment is realized. The main result of the paper is that a directed edge reinforced random walk is equivalent to a random walk in a random environment that is independent of the random walk.

Country
Netherlands
Related Organizations
Keywords

Graph theory, recurrence, reinforced random walk, transience, random walk in random environment, Processes in random environments, Markov chains (discrete-time Markov processes on discrete state spaces)

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citations
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
14
Average
Top 10%
Average
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