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Constant Time Enumeration of Bounded-Size Subtrees in Trees and Its Application

机译:树中有界子树的恒定时间枚举及其应用

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By the motivation to discover patterns in massive structured data in the form of graphs and trees, we study a special case of the k-subtree enumeration problem, originally introduced by (Ferreira, Grossi, and Rizzi, ESA'11, 275-286, 2011), where an input graph is a tree of n nodes. Based on reverse search technique, we present the first constant delay enumeration algorithm that lists all k-subtrees of an input tree in O(1) worst-case time per subtree. This result improves on the straightforward application of Ferreira et al's algorithm with O(k) amortized time per subtree when an input is restricted to tree. Finally, we discuss an application of our algorithm to a modification of the graph motif problem for trees.
机译:通过发现图形和树形式的大量结构化数据中的模式的动机,我们研究了k子树枚举问题的特例,该问题最初由(Ferreira,Grossi和Rizzi提出,ESA'11,275-286, 2011),其中输入图是n个节点的树。基于反向搜索技术,我们提出了第一个恒定延迟枚举算法,该算法列出了每个输入树在O(1)最坏情况下的时间中所有输入树的所有k个子树。当输入仅限于树时,此结果改进了Ferreira等人算法在每个子树的O(k)摊销时间上的直接应用。最后,我们讨论了该算法在修改树的图形图案问题中的应用。

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