论文标题

控制网络动力学

Controlling network dynamics

论文作者

Li, Aming, Liu, Yang-Yu

论文摘要

在过去的二十年中,网络科学经历了前所未有的快速发展。网络观点也已广泛应用于深入探索各种复杂系统。在最初的十年中,通过分析大型经验数据来收集复杂网络结构的基本特征,例如各种复杂网络系统的小世界,规模繁琐和模块化。还对复杂网络上的相关动力学过程进行了大量研究。在第二个十年中,更多的关注致力于研究复杂网络系统的控制,从基本理论到实际应用。在这里,我们简要回顾了有关网络动态和控制的最新进展,主要集中在我们为题为“网络动力学和控制”的六篇论文中提出的研究问题,该论文是$ propping 〜Complect〜Systems $。这篇评论以这条线的可能研究方向结束,并解决了一些重要的问题。我们预计,在不久的将来,网络控制将在更多领域中发挥更大的作用,帮助我们理解和控制许多复杂的自然和工程系统。

Network science has experienced unprecedented rapid development in the past two decades. The network perspective has also been widely applied to explore various complex systems in great depth. In the first decade, fundamental characteristics of complex network structure, such as the small-worldness, scale-freeness, and modularity, of various complex networked systems were harvested from analyzing big empirical data. The associated dynamical processes on complex networks were also heavily studied. In the second decade, more attention was devoted to investigating the control of complex networked systems, ranging from fundamental theories to practical applications. Here we briefly review recent progress regarding network dynamics and control, mainly concentrating on research questions proposed in the six papers we collected for the topical issue entitled "Network Dynamics and Control" at $Advances~in~Complex~Systems$. This review closes with possible research directions along this line, and several important problems to be solved. We expect that, in the near future, network control will play an even bigger role in more fields, helping us understand and control many complex natural and engineered systems.

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