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arxiv: 1504.02438 · v1 · pith:75OJM2WKnew · submitted 2015-04-09 · 🧮 math.PR

Scaling limits for exploration algorithms

classification 🧮 math.PR
keywords itemslimitsactiveexplorationnumberscalingalgorithmalgorithms
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We consider an exploration algorithm where at each step, a random number of items become active while related items get explored. Given an initial number of items $N$ growing to infinity and building on a strong homogeneity assumption, we study using scaling limits of Markovian processes statistical properties of the proportion of active nodes in time. This is a companion paper that rigorously establishes the claims and heuristics presented in [5]. [5] Jaron Sanders, Matthieu Jonckheere, and Servaas Kokkelmans. Sub-Poissonian statistics of jamming limits in Rydberg gases. 2015. To appear.

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