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Minimal Edge Addition for Network Controllability

机译:用于网络可控性的最小边缘添加

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摘要

We address the problem of optimally modifying the topology of a directed dynamical network to ensure structural controllability. More precisely, given the structure of a directed dynamical network (i.e., an existing networked infrastructure), we propose a framework to find the minimum number of directed edges that need to be added to the network topology in order to render a structurally controllable system. Our main contribution is twofold: first, we provide a full characterization of all optimal network modifications, and second, we propose an algorithm able to find an optimal solution in polynomial time. We illustrate the validity of our algorithm via numerical simulations in random networked systems.
机译:我们解决了最佳地修改了定向动态网络拓扑的问题,以确保结构可控性。更确切地说,给定针向动态网络的结构(即,现有联网基础设施),我们提出了一个框架,以找到需要添加到网络拓扑的最小指示边的定向边,以便在结构上可控系统。我们的主要贡献是双重的:首先,我们提供所有最优网络修改的完整表征,第二个,我们提出了一种能够在多项式时间中找到最佳解决方案的算法。我们通过随机网络系统中的数值模拟说明了算法的有效性。

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