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August, 1993 A Selection-Replacement Process on the Circle
E. G. Coffman Jr., E. N. Gilbert, P. W. Shor
Ann. Appl. Probab. 3(3): 802-818 (August, 1993). DOI: 10.1214/aoap/1177005365

Abstract

Given $N$ points on a circle, a selection-replacement operation removes one of the points and replaces it by another. To select the removed point, an extra point $P$, uniformly distributed, arrives at random and starts moving counterclockwise around the circle; $P$ removes the first point it encounters. A new random point, uniformly distributed, then replaces the removed point. The quantity of interest is $d = d(N)$, the distance that the searching point $P$ must travel to select a point. After many repeated selection-replacements, the joint probability distribution of the $N$ points tends to a stationary limit. We examine the mean of $d$ in this limit. Exact means are found for $N \leq 3$. For large $N$, the mean grows like $(\log^{3/2} N)/N$. These means are larger than the means $1/(N + 1)$ that would be obtained with $N$ independent uniformly distributed points because the selection mechanism tends to cluster the $N$ points into clumps. In a computer application, the circle represents a track on a disk memory, $P$ is a read-write head, the $N$ points mark the beginnings of $N$ files and $d$ determines the time wasted as the head moves from the end of the last file processed to the beginning of the next. $N$ is a parameter of the service rule (the next service goes to one of the $N$ customers waiting the longest).

Citation

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E. G. Coffman Jr.. E. N. Gilbert. P. W. Shor. "A Selection-Replacement Process on the Circle." Ann. Appl. Probab. 3 (3) 802 - 818, August, 1993. https://doi.org/10.1214/aoap/1177005365

Information

Published: August, 1993
First available in Project Euclid: 19 April 2007

zbMATH: 0780.60037
MathSciNet: MR1233627
Digital Object Identifier: 10.1214/aoap/1177005365

Subjects:
Primary: 60F99
Secondary: 05C70 , 60J10

Keywords: Matching , Probabilistic analysis of algorithms , Selection-replacement process

Rights: Copyright © 1993 Institute of Mathematical Statistics

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Vol.3 • No. 3 • August, 1993
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