具有整数权值的有向图的分布式平衡

A. Rikos, C. Hadjicostis
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引用次数: 10

摘要

我们解决了一个分布式系统的整数权重平衡问题,该系统的组件(节点)可以通过形成任意的、可能定向的通信拓扑(有向图)的互连链路(边)交换信息。一个加权有向图是平衡的,如果对于它的每个节点,从该节点出来的边的权值之和等于进入该节点的边的权值之和。权重平衡有向图在许多应用中发挥着关键作用,包括分布式优化、协同控制和分布式平均问题。在本文中,我们开发了一种分布式迭代算法,只要底层通信拓扑构成强连接有向图(或强连接有向图的集合),通过在每条边赋正整数权,即可达到权均衡。
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Distributed balancing of a digraph with integer weights
We address the integer weight-balancing problem for a distributed system whose components (nodes) can exchange information via interconnection links (edges) that form an arbitrary, possibly directed, communication topology (digraph). A weighted digraph is balanced if, for each of its nodes, the sum of the weights of the edges outgoing from the node is equal to the sum of the weights of the edges incoming to the node. Weight-balanced digraphs play a key role in a number of applications, including distributed optimization, cooperative control, and distributed averaging problems. In this paper, we develop a distributed iterative algorithm, which can be used to reach weight balance, by assigning a positive integer weight on each edge, as long as the underlying communication topology forms a strongly connected digraph (or is a collection of strongly connected digraphs).
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