校级科研创新团队
复杂网络建模、分析、控制及应用团队
Research Group of Complex Network
Modeling, Analysis, Control and Applications
团队简介
“复杂网络建模、分析、控制及应用”科研团队作为较早创建的校级学科创新团队,依托应用数学与交叉科学研究中心和非线性科学研究中心等平台,聚焦非线性科学、网络科学前沿相关重要科学问题,基于非线性系统理论、非线性时间序列分析理论,以及网络科学、机器学习理论等展开相关基础理论与应用研究。
团队现有教授3名、副教授1名、讲师4名,所有成员均具有博士学位,其中含“黄鹤英才”1人,“湖北省青年岗位能手”1人;团队成员曾获湖北省自然科学奖一等奖1项;是一支梯队结构合理、方向明确、特色鲜明的科研团队。承担完成国家自然科学基金纵向课题5项(面上基金1项,青年基金3项,理论物理专项基金1项)、教育部科学技术研究重点项目1项,省部级纵向课题10余项,大数据处理类横向课题多项,累计科研经费进账近200万元。
研究方向
v 复杂网络实证建模与分析
v 复杂网络动力学分析与控制
v 大数据分析与关系数据可视化
v 计算传播、舆论与观点动力学
代表性科研项目(主持)
项目 名称 |
项目 负责人 |
项目 批准号 |
项目 类别 |
项目执行时间 |
基于个体异质性的舆论动力学非平衡相变研究 |
朱月英 |
11947063 |
国家自然科学基金理论物理专项 |
2020.1-2020.12 |
非线性时间序列与复杂网络图的相互表征研究 |
刘杰 |
61573011 |
国家自然科学基金面上项目 |
2016.1-2019.12 |
含时系统的不确定性和灵敏度分析 |
朱月英 |
181087 |
华中师范大学教育部重点实验室开放基金 |
2018/01-2019/12 |
银联商务CSR系统及客服系统功能模块维保、升级与优化 |
朱月英 |
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银联商务 |
2021 |
基于T-S模糊模型的复杂网络的控制及参数辨识研究 |
张群娇 |
61304022 |
国家自然科学基金青年项目 |
2014.1-2016.12 |
中小学生呼吸道疾病传播的复杂网络建模分析 |
赵军产 |
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国家自然科学基金青年项目 |
2013.1-2015.12 |
扰动下的复杂动力网络的脉冲牵制控制及同步 |
张群娇 |
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国家自然科学基金理论物理专项 |
2011.1-2011.12 |
改进的BP神经网络在织物风格识别中的应用 |
罗娟 |
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中国工业纺织协会项目 |
2016-2018 |
湖北纺织产业集群研究 |
罗娟 |
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湖北省统计局 |
2015-2016 |
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涉及学科领域:非线性科学、网络科学
代表性论文
Pei L, Li Z, Liu Jie, Texture classification based on image (natural and horizontal) visibility graph constructing methods. Chaos: An Interdisciplinary Journal of Nonlinear Science, 2021, 31 (1): 013128.
S-Q Bao, H-B Xu, H Wang, J Liu, Influence of Boundary Extraction Operators on Boundary Shape Classification Algorithms Based on Complex Networks, 2020 Chinese Automation Congress (CAC), Shanghai, China,2020, pp:438-443.
Qunjiao Zhang, Wu Xiaoqun, Liu Jie., Pinning Synchronization of Discrete-Time Complex Networks with Different Time-Varying Delays, Journal of System Science and Complexity, (2019) 32: 1560–1571.
Qunjiao Zhang, Guanrong Chen, Li Wan., Exponential synchronization of discrete-time impulsive dynamical networks with time-varying delays and stochastic disturbances, Neurocomputing, (2018), 309, 62–69.
Qunjiao Zhang, M. A. Aziz-Alaoui, Cyrille Bertelle, Synchronization for networks of coupled non-linear systems with external disturbances. IMA Journal of Mathematical Control and Information, (2016), 33, 191-207.
Qunjiao Zhang, Robust synchronization of FitzHugh-Nagumo network with parameter disturbances by sliding mode control, Chaos, Solitons and Fractals,(2014), 58, 22-26.
Qunjiao Zhang, Juan Chen, Li Wan, Impulsive generalized function synchronization of complex dynamical networks, Physics Letters A, (2013), 377,2754-2760.
Ben-Gong Zhang, Hua-Hai Qiu, Jian Jiang, Jie Liu, and Ya-Zhou Shi., 3D structure stability of the HIV-1 TAR RNA in ion solutions: A coarse-grained model study, J of Chemical Physics, 2019. 151, pp: 165101~ (1~11).
Xiaoqun Wu, Quansheng Li, Congying Liu, Jie Liu, Chengwang Xie., Synchronization in Duplex Networks of Coupled Rossler Oscillators with Different Inner-coupling Matrices,Neurocomputing, 2020, 408(30): 31~41.
周庆华, 万立, 刘杰., 具有变时滞的神经型Hopfield神经网络的全局吸引子研究, 数学物理学报. 2019, (4), pp: 823~831.
包胜桥, 许恢斌, 王浩, 刘杰., 动态网络分析视角下的纹理分析与分类应用研究, 计算技术与自动化, 2021,(4):84-90.
Wu X Q, Zhou X, Liu Jie, Yang Qirui, Chen YuanYuan., Synchronizability of time-varying structured duplex dynamical networks with different intra-layer rewiring mechanisms. Sci China Tech Sci, 2021, 64, 1-11.
刘桂东,刘红玲,刘杰,赵军产.“一带一路”沿线国家纺织纱线贸易网络特征及高阶结关系演化分析, 商学研究, 2020, 27(5): 37-48.
Liu Jie, Liu Hongling, Tang Qiang, Li Xinjie, Identification of hydrological and sediment variation types in the Qingjian River Basin based on network graph analysis,2019 United Nations ESCO international Water Conference (UNESCO-IWC2019), Proceeding of sustainable Water and Energy Forum, 2019, 251-10.
Jie Liu, Hongling Liu, Jian Jiang, Bengong Zhang., Relationship between the degree exponent and its associated timeseries’ hurst exponent of a static scale-free network — Under the viewpoint of mutual representation between timeseries and network graph, J of Physics (Conf. Series), 2018, (1113), pp: 012005. (1~10).
P. Tong, S. H. Chen, Lei Wang. Finite-time consensus of multi-agent systems with continuous time-varying interaction topology. Neurocomputing, 2018, 284:187-193.
P. Tong, S. H. Chen., New results for exponential synchronization of linearly coupled ordinary differential systems. Chinese Physics B, 2017, 26(5):050503.
Yueying Zhu.Qiuping A Wang,Wei Li, and Xu Cai. The formation of continuousopinion dynamics based on a gambling mechanism and its sensitivity analysis.Journalof Statistical Mechanics: Theory and Experiment 2017 093401 (2017).
Yueying Zhu,Qiuping A Wang, Wei Li, and Xu Cai. Analytic uncertainty andsensitivity analysis of models with input correlations. Physica A 494 140-162 (2018).
Yueying Zhu, Qiuping A Wang,Wei Li, and Xu Cai. An analytic method for sen-sitivity analysis of complex systems. Physica A 46952-59 (2017).
Yueying Zhu, Qiuping A Wang,Wei Li, and Xu Cai. Uncertainty and sensitivityanalysis to complex systems. International Journal of Modern Physics C 28 1750109(2017).
Yueying Zhu. Benwei Zhang,Qiuping A Wang,Wei Li, and Xu Cai. The prin-ciple of least effort and Zipf distribution.Journal of Physics: Conference Series 1113012007 (2018).
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