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Minimal Edge Addition for Network Controllability

机译:最小的边缘添加以实现网络可控性

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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:我们解决了优化修改定向动态网络拓扑以确保结构可控性的问题。更精确地,给定定向动态网络的结构(即,现有的联网基础结构),我们提出了一种框架,以找到需要添加到网络拓扑中的最小数量的定向边缘,以提供结构上可控的系统。我们的主要贡献是双重的:首先,我们提供了所有最佳网络修改的完整特征,其次,我们提出了一种能够在多项式时间内找到最佳解的算法。我们通过随机网络系统中的数值模拟说明了我们算法的有效性。

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