姓名:凌光

性别:男

出生年月:1980.10

职称/职务:副教授/系副主任

学位/学历:博士/研究生

硕/博士生导师:硕导

联系方式:ling_guang0@163.com

研究方向:复杂动力系统分析与控制、大数据挖掘和处理

教育背景与工作经历:

2001/09–2005/07，武汉理工大学，信息与计算科学专业，学士

2005/09–2007/06，华中科技大学，概率论与数理统计专业，硕士研究生

2012/09–2016/06，华中科技大学，控制科学与工程专业，博士研究生

2016/09–2018/09，武汉理工大学，统计学系，讲师

2018/10–现在，武汉理工大学，统计学系，副教授，硕导

主要教学科研成果:

教学:

    1.武汉理工大学研究生课程资源库建设项目，《数据挖掘与应用》，主持;

2.武汉理工大学研究生案例教学库建设项目，《数据挖掘与应用案例库》，主持;

3.武汉理工大学研究生“课程思政”示范课程项目，《数据挖掘与应用》，主持;

4.武汉理工大学教学改革研究项目，《新工科人才培养背景下的《数据挖掘》教材建设与研究》，主持;

5.武汉理工大学研究生在线开放课程建设项目，《金融统计理论与方法》，参与;

6.武汉理工大学研究生在线开放课程建设项目，《数据挖掘与应用》，参与;

7.武汉理工大学《实用回归分析》课程教学团队成员;

8.指导学生参加2009年全国大学生数学建模竞赛，获得全国一等奖;2008、2012、2014年全国大学生数学建模竞赛，获得全国二等奖;2020、2021年全国大学生数学建模竞赛，获得湖北省赛区一等奖;2017年全国大学生数学建模竞赛，获得湖北省赛区三等奖;

9.指导学生参加2017、2018年全国大学生市场调查与分析大赛，获得湖北省赛区二等奖;2022年全国大学生市场调查与分析大赛，获得全国一等奖;2018、2023年“正大杯”第十三届全国大学生市场调查与分析大赛，获得全国三等奖;

10.指导学生参加2017、2018、2022年美国大学生数学建模竞赛，获得国际二等奖;

    11.指导研究生参加2022、2023年全国研究生数学建模大赛，共获得全国二等奖1项，全国三等奖6项。

科研:

[1] Bozhi Yao, Guang Ling, Feng Liu, Ming-Feng Ge. Multi-source variational mode transfer learning for enhanced PM2.5 concentration forecasting at data-limited monitoring stations. Expert Systems with Applications, 2024, 238: 121714.

[2] Yu Chen, Guang Ling, Xiangxiang Song, Wenhui Tu. Characterizing the statistical complexity of nonlinear time series via ordinal pattern transition networks. Physica A, 2023, 618: 128670.

[3] Yu-Han Tong, Guang Ling, Zhi-Hong Guan, Qingju Fan, Li Wan. Refined Composite Multiscale Phase Rényi Dispersion Entropy for Complexity Measure. International Journal of Bifurcation and Chaos, 2023, 33(05): 2350054.

[4] Wenhui Tu, Guang Ling, Feng Liu, Fuyan Hu, Xiangxiang Song. GCSTI: A Single-Cell Pseudotemporal Trajectory Inference Method Based on Graph Compression. IEEE/ACM Transactions on Computational Biology and Bioinformatics, 2023, 20(5): 2945 – 2958.

[5] Teng-Fei Ding, Ming-Feng Ge, Caihua Xiong, Zhi-Wei Liu, Guang Ling. Prescribed-time formation tracking of second-order multi-agent networks with directed graphs. Automatica, 2023, 153: 110997.

[6] Teng-Fei Ding, Kang Zhou, Ming-Feng Ge, Xiang Lu, Guang Ling. Fully distributed practical bipartite formation tracking of networked Lagrangian systems with actuator faults and bounded inputs. International Journal of Control, 2023, 96(11): 2928-2936.

[7] Teng-Fei Ding, Ming-Feng Ge, Caihua Xiong, Zhi-Wei Liu, Guang Ling. FSG-based divinable time-varying formation tracking of multiple Lagrangian agents with unknown disturbances and directed graphs. ISA Transactions, 2023, 132(11): 278-291.

[8] Mengjiao Han, Qingju Fan, Guang Ling. Multiscale online-horizontal-visibility-graph correlation analysis of financial market. Physica A, 2022, 607: 128195.

[9] Li Wan, Guang Ling, Zhi-Hong Guan, Qingju Fan, Yu-HanTong. Fractional multiscale phase permutation entropy for quantifying the complexity of nonlinear time series. Physica A, 2022, 600, 127506. 

[10] Guang Ling, Xinzhi Liu, Zhi-Hong Guan, Ming-Feng Ge, Yu-Han Tong. Input-to-State Stability for Switched Stochastic Nonlinear Systems with Mode-dependent Random Impulses, Information Sciences, 2022, 596, 588-607.

[11] Jingjing Xia, Guang Ling*, Qingju Fan, Fang Wang, Ming-Feng Ge. Evidential link prediction method based on the importance of high-order path index. Modern Physics Letters B, 35(33), 2021, 2150487.

[12] Rongrong Song, Guang Ling*, Qingju Fan, Ming-Feng Ge, Fang Wang. Link prediction based on heterogeneous degree penalization with extending neighbors and clustering coefficient. International Journal of Modern Physics C, 2022, 33(3): 2250033.

[13] Fang Ma, Qingju Fan, Guang Ling. Complexity-Entropy Causality Plane Analysis of Air Pollution Series. Fluctuation and Noise Letters, 2022, 21(02): 2250011.

[14] Jing-Zhe Xu, Ming-Feng Ge, Guang Ling, Feng Liu, Ju H. Park. Hierarchical predefined-time control of teleoperation systems with state and communication constraints. International Journal of Robust and Nonlinear Control, 2021, 31(18), 9652-9675

[15] Chang-Duo Liang, Ming-Feng Ge, Zhi-Wei Liu, Guang Ling, Xiao-Wen Zhao. A Novel Sliding Surface Design for Predefined-time Stabilization of Euler-Lagrange Systems. Nonlinear Dynamics, 2021, 106, 445-458.

[16] Guang Ling, Ming-Feng Ge, Xinghua Liu, Gaoxi Xiao,Qingju Fan. Stochastic quasi-synchronization of heterogeneous delayed impulsive dynamical networks via single impulsive control. Neural Networks, 2021, 139, 223-236.

[17] Guang Ling, Ming-Feng Ge, Yu-Han Tong, Qingju Fan. Exponential Synchronization of Delayed Switching Genetic Oscillator Networks via Mode-Dependent Partial Impulsive Control, Neural Processing Letters, 2021, 53(2): 1845-1863.

[18] Guang Ling, Xinzhi Liu*, Ming-Feng Ge, YonghongWu. Delay-dependent cluster synchronization of time-varying complex dynamical networks with noise via delayed pinning impulsive control, Journal of the Franklin Institute, 2021, 358(6): 3193-3214. 

[19] Chang-Duo Liang*, Ming-Feng Ge*, Zhi-Wei Liu, Guang Ling, Feng Liu. Predefined-time formation tracking control of networked marine surface vehicles. Control Engineering Practice, 2021, 107: 104682.

[20] Xiao Ouyang, Qingju Fan, Guang Ling, Yu Shi, Fuyan Hu*. Identification of Diagnostic Biomarkers and Subtypes of Liver Hepatocellular Carcinoma by Multi-Omics Data Analysis. Genes, 2020, 11(1051): 1-18.

[21] Yi-De Wu, Ming-Feng Ge*, Teng-Fei Ding, Chao-Yang Chen, Guang Ling. Task-space bipartite tracking of networked robotic systems via hierarchical finite-time control. Nonlinear Dynamics, 2020, 100, 3469–3483.

[22] Qingju Fan*, Dan Li, Guang Ling, Fang Wang, Shuanggui Liu. Effect of filters on multivariate multifractal detrended fluctuation analysis. Fractals, 2021, 29(30): 2150047.

[23] Dandan Yue, Zhi-Hong Guan*, Juan Li, Feng Liu, Jiang-Wen Xiao, Guang Ling. Stability and bifurcation of delay-coupled genetic regulatory networks with hub structure. Journal of the Franklin Institute, 2019, 356(5): 2847-2869.

[24] Guang Ling*, Zhi-Hong Guan, Jie Chen, Qiang Lai. Chaotifying Stable Linear Complex Networks via Single Pinning Impulsive Strategy, International Journal of Bifurcation and Chaos, 2019, 29(02):1950024.

[25] Ding-Xin He, Guang Ling, Zhi-Hong Guan*, Bin Hu, Rui-Quan Liao. Multi-synchronization of Coupled Heterogeneous Genetic Oscillators via Partial Impulsive Control. IEEE Transactions on Neural Networks and Learning Systems, 2018, 29(2): 335-342.

[26] Guang Ling, Zhi-Hong Guan, Bin Hu, Qiang Lai, Yonghong Wu. Multistability and bifurcation Analysis of Inhibitory Coupled Cyclic Genetic Regulatory Networks with Delays. IEEE Transactions on NanoBioscience, 2017, 16(3): 216-225.

[27] Dandan Yue, Zhi-Hong Guan*, Jie Chen, Guang Ling, Yonghong Wu. Bifurcations and chaos of a discrete-time model in genetic regulatory networks, Nonlinear Dynamics, 2017, 87: 567–586.

[28] Xiongbo Wan, Li Xu, Huajing Fang, Guang Ling. Robust non-fragile state estimation for discrete-time genetic regulatory networks with Markov jump delays and uncertain transition probabilities. Neurocomputing, 2015，154: 162-173.

[29] Guang Ling, Zhi-Hong Guan, Rui-Quan Liao, Xin-Ming Cheng. Stability and Bifurcation Analysis of Cyclic Genetic Regulatory Networks with Mixed Time Delays. SIAM Journal on Applied Dynamical Systems，2015,14(1):202-220.

[30] Guang Ling, Zhi-Hong Guan, Ding-Xin He, Rui-Quan Liao, Xian-He Zhang. Stability and bifurcation analysis of new coupled repressilators in genetic regulatory networks with delays. Neural Networks, 2014, 60: 222-231.

主要科研项目:

1.湖北省自然科学基金面上项目，2019CFB559，基因调控网络复杂动力学行为分析与控制，2019/01-2020/12，已结题，主持;

2.国家自然科学基金青年项目，61503282，基于多尺度耦合特征的基因调控网络动态演化机制研究，2016/01-2018/12，已结题，主持;

3.中央高校基本科研业务费专项基金重点项目，2019IB012，大数据环境下基因调控网络重构及演化分析，已结题，主持;

4.湖北省自然科学基金，面上项目，2020CFB546，复杂网络的协调行为分析与优化控制，2020-03-2022-03，在研，参与;

5.国家自然科学基金重点项目，61633011，混杂非线性系统的性能分析与控制设计及应用，2017/01-2021/12，已结题，参与。

学术兼职:

中国现场统计研究会多元分析应用专业委员会理事，中国现场统计研究会经济与金融统计分会理事，全国工业统计学教学研究会数字经济与区块链技术协会理事， IEEE(美国电气与电子工程师协会)会员。