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Solving (k-1)-Stable Instances of k-terminal cut with Isolating Cuts

机译:用隔离割线求解(k-1)稳定的k末端割线实例

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The k-terminal cut problem, also known as the Multiway Cut problem, is defined on an edge-weighted graph with A; distinct vertices called "terminals." The goal is to remove a minimum weight collection of edges from the graph such that there is no path between any pair of terminals. The problem is NP-hard. Isolating cuts are minimum cuts which separate one terminal from the rest. The union of all the isolating cuts, except the largest, is a (2-2/k)-approximation to the optimal k-terrninal cut. This is the only currently-known approximation algorithm for k-terminal cut which does not require solving a linear program. An instance of k-terminal cut is γ-stable if edges in the cut can be multiplied by up to γ without changing the unique optimal solution. In this paper, we show that, in any (k-1)-stable instance of k-terminal cut, the source sets of the isolating cuts are the source sets of the unique optimal solution of that k-terminal cut instance. We conclude that the (2-2/k)-approximation algorithm returns the optimal solution on (k-1)-stable instances. Ours is the first result showing that this (2-2/k)-approximation is an exact optimization algorithm on a special class of graphs. We also show that our (k-1)-stability result is tight. We construct (k-1-ε)-stable instances of the k-terminal cut problem which only have trivial isolating cuts: that is, the source set of the isolating cut for each terminal is just the terminal itself. Thus, the (2-2/k)-approximation does not return an optimal solution.
机译:k端切割问题(也称为多路切割问题)在带有A的边加权图上定义;称为“终端”的不同顶点。目标是从图形中删除边缘的最小权重集合,以使任何一对端子之间都没有路径。问题是NP困难的。隔离切口是将一个端子与其余端子分开的最小切口。除最大的切口外,所有其他切口的并集是最佳k末端切口的(2-2 / k)近似值。这是k端切割的当前唯一已知的近似算法,不需要求解线性程序。如果在不更改唯一最优解的情况下,可以将切口的边缘乘以最多γ,则k末端切口的实例为γ稳定。在本文中,我们表明,在任何k末端切割的(k-1)稳定实例中,隔离切割的源集都是该k末端切割实例的唯一最优解的源集。我们得出的结论是,(2-2 / k)逼近算法返回(k-1)稳定实例的最优解。我们的结果是第一个结果表明,这种(2-2 / k)逼近是一类特殊图形的精确优化算法。我们还表明,我们的(k-1)稳定性结果很严格。我们构造k端子切割问题的(k-1-ε)稳定实例,该实例只有很少的隔离切割:也就是说,每个端子的隔离切割的源集就是端子本身。因此,(2-2 / k)逼近不会返回最佳解。

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    《 》|2019年|485-495|共11页
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    Mark Velednitsky;

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