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TR-313-91
Probabilistic Behavior of Shortest Paths Over Unbounded Regions
Authors: Yao, Andrew Chi-Chih
Date:March 1991
Pages:19
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Abstract:
Let $k^>^1$ and $P$ be a probability distribution over $R sup k$ with all its absolute $mu$-th moments being finite for some $mu ^ > ^k/(k^-^1)$. Let $v sub 1$,$v sub 2$, $cdot cdot cdot$ be an infinite sequence of random points, each independently distributed according to $P$. It is shown that the length of the shortest traveling-salesman's tour through $v sub 1$,$v sub 2$,$cdot cdot cdot$,$v sub n$ is, for large $n$, almost surely around $alpha p n sup (k-1)/K$ for some constant $alpha p$. This proves a conjecture of Beardwood, Halton and Hammersley (Proc. Camb. Phil. Soc. 55 (1959), 299-327).