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Journal of Statistical Physics
Article . 2023 . Peer-reviewed
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https://dx.doi.org/10.48550/ar...
Article . 2023
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Energy-Constrained Random Walk with Boundary Replenishment

Energy-constrained random walk with boundary replenishment
Authors: Andrew Wade; Michael Grinfeld;

Energy-Constrained Random Walk with Boundary Replenishment

Abstract

AbstractWe study an energy-constrained random walker on a length-Ninterval of the one-dimensional integer lattice, with boundary reflection. The walker consumes one unit of energy for every step taken in the interior, and energy is replenished up to a capacity of Mon each boundary visit. We establish largeN, Mdistributional asymptotics for the lifetime of the walker, i.e., the first time at which the walker runs out of energy while in the interior. Three phases are exhibited. When$$M \ll N^2$$M≪N2(energy is scarce), we show that there is anM-scale limit distribution related to a Darling–Mandelbrot law, while when$$M \gg N^2$$M≫N2(energy is plentiful) we show that there is an exponential limit distribution on a stretched-exponential scale. In the critical case where$$M / N^2 \rightarrow \rho \in (0,\infty )$$M/N2→ρ∈(0,∞), we show that there is anM-scale limit in terms of an infinitely-divisible distribution expressed via certain theta functions.

Keywords

Sums of independent random variables; random walks, 60J10 (Primary), 60G50, 60J20, 92D40 (Secondary), Probability (math.PR), reflecting random walk, 510, Applications of Markov chains and discrete-time Markov processes on general state spaces (social mobility, learning theory, industrial processes, etc.), metastability, Darling-Mandelbrot distribution, energy and resource dynamics, FOS: Mathematics, Probabilities. Mathematical statistics, Mathematics - Probability

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selected citations
These citations are derived from selected sources.
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!
0
Average
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Average
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