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Improved algorithms for the minmax-regret 1-center and 1-median problems

✍ Scribed by Yu, Hung-I.; Lin, Tzu-Chin; Wang, Biing-Feng


Book ID
125524857
Publisher
Association for Computing Machinery
Year
2008
Tongue
English
Weight
258 KB
Volume
4
Category
Article
ISSN
1549-6325

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✦ Synopsis


In this article, efficient algorithms are presented for the minmax-regret 1-center and 1-median problems on a general graph and a tree with uncertain vertex weights. For the minmax-regret 1-center problem on a general graph, we improve the previous upper bound from
O
(
mn
^2^
log
n
) to
O
(
mn
log
n
). For the problem on a tree, we improve the upper bound from
O
(
n
^2^
) to
O
(
n
log
^2^
n
). For the minmax-regret 1-median problem on a general graph, we improve the upper bound from
O
(
mn
^2^
log
n
) to
O
(
mn
^2^
+
n
^3^
log
n
). For the problem on a tree, we improve the upper bound from
O
(
n
log
^2^
n
) to
O
(
n
log
n
).


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## Abstract We consider the 1‐median problem with uncertain weights for nodes. Specifically, for each node, only an interval estimate of its weight is known. It is required to find a β€œminmax regret” location, that is, to minimize the worst‐case loss in the objective function that may occur because