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Improving the time complexity of message-optimal distributed algorithms for minimum-weight spanning trees

机译:提高最小权重生成树的消息优化分布式算法的时间复杂度

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摘要

A distributed algorithm is presented that constructs the minimum-weight spanning tree of an undirected connected graph with distinct node identities. Initially, each node knows only the weight of each of its adjacent edges. When the algorithm terminates, each node knows which of its adjacent edges are edges of the tree. For a graph with n nodes and e edges, the total number of messages required by this algorithm is at most 5n log n + 2e, where each message contains at most one edge weight plus 3 + log n bits. Although the algorithm presented here has the same message complexity as the previously known algorithm due to R.G. Gallager, P.A. Humblet, and P.M. Spira, the time complexity of the algorithm presented improves from Gallager's O(n log n) to O(n log n) time units, where log k is the number of times the log function must be applied to k to obtain a result less than or equal to one. A worst case of Ω(n log n) is also possible. In addition, when the network is synchronous, the algorithm presented is modified further to solve the same problem with the same message complexity but in O(n) time.
机译:提出了一种分布式算法,该算法构造具有不同节点标识的无向连接图的最小权重生成树。最初,每个节点仅知道其每个相邻边的权重。当算法终止时,每个节点都知道它的哪个相邻边是树的边。对于具有n个节点和e个边缘的图,此算法所需的消息总数最多为5n log n + 2e,其中每个消息最多包含一个边缘权重加上3 + log n位。尽管由于R.G,此处介绍的算法与以前已知的算法具有相同的消息复杂度。加拉格尔(P.A.)谦卑和下午斯皮拉(Spira),提出的算法的时间复杂度从Gallager的O(n log n)时间单位提高到O(n log n)时间单位,其中log k是必须将log函数应用于k以获得小于的结果的次数。或等于一个。 Ω(n log n)的最坏情况也是可能的。另外,当网络是同步的时,所提出的算法被进一步修改以解决具有相同消息复杂度但在O(n)时间内的相同问题。

著录项

  • 作者

    Chin F; Ting HF;

  • 作者单位
  • 年度 1990
  • 总页数
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类

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