摘要
复杂网络控制系统由于其在通信、计算、控制等多学科的交叉特性已经引起了各行各业学者的广泛关注,复杂网络同步控制已经成为一个研究热点.本文主要综述了随机复杂网络的同步控制研究进展情况.首先论述了随机复杂网络同步控制的研究背景及意义,然后从复杂网络的动力学特性、复杂网络的拓扑结构、复杂网络的受限情况、复杂网络的同步控制策略和随机复杂网络同步能力优化几个方面分别进行了综述,进一步综述了随机复杂网络的应用情况.最后在总结国内外研究成果的基础上,指出随机复杂网络未来亟待解决和研究的问题.
Since complex networks have the interdisciplinary characteristics of communication, computation science and control science, they have attracted a great deal of attention of scholars from all walks of life. Synchronization of complex networks has become a research hot topic. In this paper, we present a brief review on synchronization control of stochastic complex networks. At first, we introduce the research background and significance of the stochastic complex networks, and then summarize the following aspects research progress such as dynamic characteristics of stochastic complex network,topology of stochastic complex networks, constraints of stochastic complex network, synchronization control strategy of stochastic complex networks, synchronizability optimization in stochastic complex networks, and further summarizes the application of stochastic complex networks in many research fields. Based on the analysis of the development of stochastic complex networks, we point out several promising research directions along with some open problems that are deemed important for further investigations.
出处
《控制理论与应用》
EI
CAS
CSCD
北大核心
2017年第10期1261-1274,共14页
Control Theory & Applications
基金
国家自然科学基金项目(61573156
61573154
61672174
61503142)
中央高校基本科研业务费项目–培育项目(x2zd D2153620)资助~~
关键词
随机复杂网络同步
多智能体
一致性
时滞
噪声
synchronization of stochastic complex networks
multi-agent systems
consensus
time-delays
noises
