最小权环和三角形:等价和算法

L. Roditty, V. V. Williams
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引用次数: 34

摘要

我们考虑在加权图中寻找最小权值环的基本算法问题。特别地,我们证明了边权为{1,…的无向n节点图的最小权循环问题。,在边权为-M}的有向n节点图中,{, M}和无负环可以有效地简化为在Theta(n)节点的无向图中找到一个最小权值三角形,权值为{1,…,O(M)}。粗略地说,我们的约简暗示了以下令人惊讶的现象:具有任意数量加权边的最小循环可以在大致相同的权重区间内仅使用三条边进行“编码”!这解决了Itai和Rodeh [SIAM J. Computing 1978]在非加权图中的最小周期的开创性工作中提出的长期开放问题。我们有效缩减的直接结果是最小权循环的{tildeO}(Mn^ {\omega})0)立即意味着APSP的O(n^{3-\delta})时间算法(\delta >0)。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Minimum Weight Cycles and Triangles: Equivalences and Algorithms
We consider the fundamental algorithmic problem of finding a cycle of minimum weight in a weighted graph. In particular, we show that the minimum weight cycle problem in an undirected n-node graph with edge weights in {1,...,M} or in a directed n-node graph with edge weights in {-M,..., M} and no negative cycles can be efficiently reduced to finding a minimum weight _triangle_ in an Theta(n)-node _undirected_ graph with weights in {1,...,O(M)}. Roughly speaking, our reductions imply the following surprising phenomenon: a minimum cycle with an arbitrary number of weighted edges can be ``encoded'' using only three edges within roughly the same weight interval! This resolves a longstanding open problem posed in a seminal work by Itai and Rodeh [SIAM J. Computing 1978] on minimum cycle in unweighted graphs. A direct consequence of our efficient reductions are tilde{O}(Mn^{\omega})0) for minimum weight cycle immediately implies a O(n^{3-\delta})-time algorithm (\delta>0) for APSP.
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