吴永红
更新时间：2023-09-21一、个人基本情况
姓名: 吴永红
性别:男
学位:博士
职称:副教授
所在系: 统计学
电子邮件:whyflying2008@163.com
联系电话:18163516415
二、教育背景与工作经历
2007/09-2011/06华中科技大学人工智能与自动化学院获工学博士
2014/08-2015/08美国伊利诺伊大学香槟分校国家公派全额资助交流访问
2013.10--- 武汉理工大学理学院统计学系副教授
三、研究方向
大数据分析与建模, 大数据与深度学习、机器学习, 统计预测与智能优化，人工智能与复杂网络
四、教学研究
承担研究生课程《矩阵分析》、《统计计算》等课程的教学
五、科学研究
主持项目
1国家自然科学基金面上项目“复杂动态网络的容错多吸引性分析与设计”，批准号:61373041(2014.01-2017.12),经费:75万
2湖北省自然科学基金面上项目“复杂网络的协调行为分析与优化控制”，批准号:2020cfb546(2020.03-2022.03),经费:5万
3中央高校自主创新研究基金项目“随机拓扑下的多智能体系统的一致性研究”(2011.06-2012.12)，经费:3万
4中央高校自主创新研究基金项目“多种数据采集下的多智能体网络的一致性研究”(2013.06-2014.10)，经费:5万
5中央高校自主创新研究基金项目“内外部攻击下多智能体网络的协同控制”(2017.01-2018.12)，经费:5万
参与项目
1. 国家自然科学基金面上项目“受限水域多元变量耦合作用下超大型油轮富裕水深计算研究”批准号:51479156(2015.1.1-2018.12.31)，经费:84万
2. 国家自然科学基金“三轴异轨同构数字化磁沥青路面车路协同方法的研究”，批准号:61240048(2013.1-2013.12)，经费:18万
3. 国家自然科学基金面上项目“有通讯约束的群集智能混杂网络的渐近行为与优化设计”批准号:61073025(2011.01-2013.12)，经费:36万
4. 国家自然科学基金面上项目“基于多智能体的混合型复杂网络群集动力学及算法研究”批准号:60973039(2010.01-2012.12)，经费:30万
发表国际期刊论文:
1. , bin hu, zhi-hong guan. consensus problems over cooperation-competition random switching networks with noisy channels. ieee transactions on neural networks and learning systems, 2018, 30(1): 35-43.(sci,if=7.982),jcr q1 .google引用15次.
2., bin hu, zhi-hong guan. exponential consensus analysis for multiagent networks based on time-delay impulsive systems. ieee transactions on systems, man, and cybernetics: systems, 2017, 49(6): 1073-1080.(sci,if=5.131).jcr q1.google引用25次.
3. zhi-hong guan, yonghong wu, gang feng. consensus analysis based on impulsive systems in multiagent networks. ieee transactions on circuits and systems i: regular papers, 2011, 59(1): 170-178.(sci,if=2.823),jcr q2. google引用104次.
4.hui shen. grey-related least squares support vector machine optimization model and its application in predicting natural gas consumption demand. journal of computational and applied mathematics, 2018, 338: 212-220.(sci,if=1.632),jcr q1.google引用65次(esi高被引论文).
5.zhi-hong guan, gang feng. passivity-based control of hybrid impulsive and switching systems with singular structure. journal of the franklin institute, 2013, 350(6): 1500-1512, (sci,if=3.576)，jcr q1,google引用18次.
6.zhi-hong guan, tao li. dissipative consensus problems for multi-agent networks via sliding mode control. journal of the franklin institute, 2017, 354(14): 6282-6291. (sci,if=3.576),jcr q1,google引用17次.
7. zhi-hong guan. consensus analysis of directed multi-agent networks with singular configurations. neurocomputing, 2016, 214: 358-367. (sci,if=3.317), jcr q1,google引用6次.
8.yonghong wu, zhi-hong guan. on dissipativity and stabilization of time-delay stochastic systems with switching control. nonlinear analysis: real world applications, 2011, 12(4): 2031-2039.(sci,if=2.268),jcr q1,google引用9次.
9. lai, q., guan, z. h., yonghong wu, liu, f., & zhang, d. x. generation of multi-wing chaotic attractors from a lorenz-like system. international journal of bifurcation and chaos, (2013).23(09), 1350152. (sci)
10. han, g. s., guan, z. h., cheng, x. m., yonghong wu, & liu, f. (2013). multiconsensus of second order multiagent systems with directed topologies. international journal of control, automation and systems, 11(6), 1122-1127. (sci)
11. xu, g. h., guan, z. h., he, d. x., chi, m., yonghong wu. (2014). distributed tracking control of second-order multi-agent systems with sampled data. journal of the franklin institute, 351(10), 4786-4801. (sci)
12. han, t., guan, z. h., yonghong wu, zheng, d. f., zhang, x. h., & xiao, j. w. three-dimensional containment control for multiple unmanned aerial vehicles. journal of the franklin institute, (2016).353(13), 2929-2942. (sci)
13. qu, f. l., hu, b., guan, z. h., yonghong wu h., he, d. x., & zheng, d. f. quantized stabilization of wireless networked control systems with packet losses. isa transactions, (2016). 64, 92-97. (sci)
14. zhang, d. x., zhao, d., guan, z. h., yonghong wu, chi, m., & zheng, g. l. (2016). probabilistic analysis of cascade failure dynamics in complex network. physica a: statistical mechanics and its applications, 461, 299-309. (sci)
15. lai, q., hu, b., guan, z. h., li, t., zheng, d. f., & yonghong wu. (2016). multistability and bifurcation in a delayed neural network. neurocomputing, 207, 785-792. (sci)
16.ding-xue zhang, dan zhao, zhi-hong guan, yonghong wu, ming chi, gui-lin zheng
(2016). probabilistic analysis of cascade failure dynamics in complex network. physica a: statistical mechanics and its applications, 461, 299-309. (sci)
17. yue, d., guan, z. h., chen, j., ling, g., & yonghong wu. bifurcations and chaos of a discrete-time model in genetic regulatory networks. nonlinear dynamics, 2017. 87(1), 567-586. (sci)
18. chen, c. y., guan, z. h., chi, m., yonghong wu, liao, r. q., & jiang, x. w. fundamental performance limitations of networked control systems with novel trade-off factors and constraint channels. journal of the franklin institute, (2017).354(7), 3120-3133. (sci)
19. ling, g., guan, z. h., hu, b., lai, q., yonghong wu. multistability and bifurcation analysis of inhibitory coupled cyclic genetic regulatory networks with delays. ieee transactions on nanobioscience, (2017). 16(3), 216-225. (sci)
20 yue, d., guan, z. h., chen, j., ling, g., & yonghong wu. (2017). bifurcations and chaos of a discrete-time model in genetic regulatory networks. nonlinear dynamics, 87(1), 567-586. (sci)
21. zhao d, chi m, guan z h, yonghong wu, & chen, j. distributed estimator-based fault detection for multi-agent networks. circuits, systems, and signal processing, 2018, 37(1): 98-111. (sci)
22. li, jingjing, yonghong wu通讯作者). improved sparrow search algorithm with the extreme learning machine and its application for prediction. neural processing letters, 2022, 54(5): 4189-4209. (sci)
23. liu, j., zhou, n., qin, k., chen, b., yonghong wu, & choi, k. s. (2023). distributed optimization for consensus performance of delayed fractional-order double-integrator multi-agent systems. neurocomputing, 522, 105-115. (sci)
24. yuanshao, huang, and yonghong wu(通讯作者). "short-term photovoltaic power forecasting based on a novel autoformer model." symmetry 15.1 (2023): 238. (sci)
25. yujuan li and yonghong wu(通讯作者). "long-short-term memory based on adaptive convolutional network for time series classification." neural processing letters (2023): 1-23. (sci)
26. 通讯作者)。"remote sensing object detection based on convolution and swin transformer," in , vol. 11, pp. 38643-38656, 2023, doi: 10.1109/access.2023.3267435.
27lei , yonghong wu(通讯作者). dynamic multi-swarm competitive fireworks algorithm for global optimization and engineering constraint problems[j]. international journal of uncertainty, fuzziness and knowledge-based systems, 2023, 31(04): 619-648.