Controllability of deterministic complex networks

被引:3
作者
Li, Xin-Feng [1 ]
Lu, Zhe-Ming [1 ]
Li, Hui [1 ]
机构
[1] Zhejiang Univ, Sch Aeronaut & Astronaut, Hangzhou 310027, Peoples R China
来源
INTERNATIONAL JOURNAL OF MODERN PHYSICS C | 2015年 / 26卷 / 03期
基金
中国国家自然科学基金;
关键词
Complex networks; controllability; deterministic complex networks; WORLD; DYNAMICS;
D O I
10.1142/S012918311550028X
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Recently, the controllability of complex networks has attracted wide attention of researchers. The main contribution comes from Liu et al. who proposed the structural controllability as an analytical framework for making predictions regarding the control of directed networks in Nature. Since then, the controllability of many model and real networks has been deeply investigated except deterministic complex networks. In this paper, we focus on studying the controllability of deterministic complex networks. We examine six typical deterministic networks, the simulation results show that the minimum number of driver nodes grows linearly with network size. When the network size is large enough, the controllability approximates to a constant not more than 0.4, indicating that the deterministic networks are relatively easy to control. Furthermore, we investigate the characteristics of driver nodes in deterministic complex networks, finding that the driver nodes tend to avoid high degree nodes but to have high clustering coefficients.
引用
收藏
页数:10
相关论文
共 30 条
  • [1] Classes of small-world networks
    Amaral, LAN
    Scala, A
    Barthélémy, M
    Stanley, HE
    [J]. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2000, 97 (21) : 11149 - 11152
  • [2] Apollonian networks: Simultaneously scale-free, small world, Euclidean, space filling, and with matching graphs
    Andrade, JS
    Herrmann, HJ
    Andrade, RFS
    da Silva, LR
    [J]. PHYSICAL REVIEW LETTERS, 2005, 94 (01)
  • [3] Spectral properties of the Apollonian network
    Andrade, RFS
    Miranda, JGV
    [J]. PHYSICA A-STATISTICAL MECHANICS AND ITS APPLICATIONS, 2005, 356 (01) : 1 - 5
  • [4] Emergence of scaling in random networks
    Barabási, AL
    Albert, R
    [J]. SCIENCE, 1999, 286 (5439) : 509 - 512
  • [5] Scale-Free Networks: A Decade and Beyond
    Barabasi, Albert-Laszlo
    [J]. SCIENCE, 2009, 325 (5939) : 412 - 413
  • [6] Feedback for physicists: A tutorial essay on control
    Bechhoefer, J
    [J]. REVIEWS OF MODERN PHYSICS, 2005, 77 (03) : 783 - 836
  • [7] Community detection in graphs
    Fortunato, Santo
    [J]. PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS, 2010, 486 (3-5): : 75 - 174
  • [8] A Tree-Structured Deterministic Small-World Network
    Guo, Shi-Ze
    Lu, Zhe-Ming
    Kang, Guang-Yu
    Chen, Zhe
    Luo, Hao
    [J]. IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2012, E95D (05): : 1536 - 1538
  • [9] HAUTUS MLJ, 1969, P K NED AKAD A MATH, V72, P443
  • [10] SPACE-FILLING BEARINGS
    HERRMANN, HJ
    MANTICA, G
    BESSIS, D
    [J]. PHYSICAL REVIEW LETTERS, 1990, 65 (26) : 3223 - 3226