Effects of degree correlation on the controllability of networks |
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Authors: | Qingying Miao Zhihai Rong Jianan Fang |
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Affiliation: | a Continue Education School, Shanghai JiaoTong University, Shanghai 200030, PR China b Department of Automation, DongHua University, Shanghai 201620, PR China c Department of Automation, Shanghai JiaoTong University, Shanghai 200240, PR China |
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Abstract: | In this paper, we investigate the effects of degree correlation on the controllability of undirected networks with different degree-mixing patterns based on simulation analysis. Considering random pinning, max-degree pinning and mix-degree pinning, some relevance factors on controllability such as the control gain and the number of pinned nodes are discussed in detail. It is found that disassortative mixing enhances the network controllability contrast to assortative mixing, to which the network controllability is sensible. Furthermore, too large or too low value of the feedback gain can reduce the controllability. From the viewpoint of practical application, mix-degree pinning strategy is suggested in assortative network, while in disassortative network, max-degree pinning scheme is better than random pinning. |
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Keywords: | Complex network Degree correlation Pinning control Controllability |
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