学习经历:
2005.09-2009.06 浙江工业大学 自动化专业,工学学士学位
2009.09-2014.06 浙江工业大学 控制科学与工程专业,工学博士学位
2018.01-2022.12 东南大学 复杂系统与网络科学研究中心,博士后
工作经历:
2014.09-2020.12 太阳成集团电子与信息工程学院 讲师
2021.1-至今 太阳成集团tyc9728 副教授
研究方向:
深度强化学习控制、复杂网络路由与优化
主要科研项目:
(1) 基于复杂网络与机器学习理论的城市公交网络客流模型研究,国家自然科学基金项目,主持,2022.01—2024.12
(2) 基于复杂网络理论的城市公交网络交通建模与分析研究,浙江省自然科学基金项目,主持,2018.01—2020.12
(3) 第63批中国博士后科学基金面上资助,主持,2018.05—2022.12
(4) 横向课题:公交换乘与客流仿真项目开发,主持,2023.01—2024.12
(5) 横向课题:汽车金融大数据分析,主持,2020.04—2021.12
近期代表性论文及成果:
(1) Liangliang Lou, Ruying Cai, Mingan Lu, Mingmin Wang, Guang Chen*. A novel method for human-vehicle recognition based on wireless sensing and deep learning technologies. Cognitive Computation, 2024, 16:1210-1220.
(2) Hong-Xiang Hu, Guanghui Wen*, Guang Chen, Yun Chen, Xinghuo Yu. Output bipartite consensus for second-order heterogeneous uncertain agents with state-dependent cooperation-competition interactions, IEEE Transactions on Control of Network Systems, 2023, 10(2):912-925.
(3) Xu-Hua Yang*, Wen-Hao Feng, Guang Chen, Lei Wang, Tao Zou, Peng Jiang. Enhancing coupled networks robustness via removing key fragile dependency links. IEEE Transactions on Circuits and Systems II, 2021, 68(3): 953 - 957.
(4) Hong-Xiang Hu, Guanghui Wen*, Guang Chen, Xinghuo Yu, Tingwen Huang. Structural balance preserving and bipartite static consensus of heterogeneous agents in cooperation-competition networks. IEEE Transactions on Network Science and Engineering, 2020, 7(4): 3223 - 3234.
(5) Guang Chen, Guanghui Wen*, Xinghuo Yu. Performance analysis of distributed short-path set based routing in complex networks. IEEE Transactions on Circuits and Systems II, 2019, 66(8): 1426 - 1430.
(6) Guang Chen*, San-Xiu Wang, Ling-Wei Wu, Pan Mei, Xu-Hua Yang, Guang-Hui Wen. Distributed multiple path routing in complex networks. Europhysics Letters, 2017, 116(6): 66001.
(7) Xu-Hua Yang*, Zhi Cheng, Guang Chen, Lei Wang, Zhong-Yuan Ruan, Yu-Jun Zheng. The impact of a public bicycle-sharing system on urban public transport networks. Transportation Research Part A, 2017, 10: 246-256.
(8) Xu-Hua Yang*, Guang Chen, Sheng-Yong Chen, Wan-Liang Wang, Lei Wang. Study on some bus transport networks in China with considering spatial characteristics. Transportation Research Part A, 2014, 69: 1-10.
(9) Guang Chen, Xu-Hua Yang*, Xin-Li Xu, Ming Yong, Sheng-Yong Chen, Wan-Liang Wang. A low complexity method for the optimization of network path length in spatially embedded networks. Journal of Physics A, 2014, 47(10): 105101.
(10) Xu-Hua Yang*, Guang Chen, Sheng-Yong Chen. The impact of connection density on scale-free distribution in random networks. Physica A, 2013, 392(10): 2547-2554.
(11) Guang Chen, Xu-Hua Yang*, Xin-Li Xu. Weighted scaling in non-growth random networks. Communications in Theoretical Physics, 2012, 58(3): 456-462.
(12) Xu-Hua Yang*, Guang Chen, Bao Sun, Sheng-Yong Chen, Wan-Liang Wang. Bus transport network model with ideal n-depth clique network topology. Physica A, 2011, 390(23-24): 4660-4672.
(13) 陈光, 王宇欣, 王三秀, 崔跃利. 一种针对二维概率分布矩阵的随机取值方法, 2024年授权, 专利号:2020104567810.
(14) 陈光, 王三秀, 崔跃利. 一种用于计算两个公交站点间多条乘车路径的算法, 2023年授权, 专利号:2019112278171.
(15) 陈光, 王三秀, 崔跃利, 邬玲伟, 梅盼, 林志明. 一种基于路径扩展与淘汰机制的网络拓扑分散短路径集合计算方法, 2020 年授权, 专利号:201810800342X.
(16) 陈光, 胡勇坚, 崔跃利, 梅盼, 邬玲伟, 王三秀. 一种使用拓扑分散短路径集的网络路由方法, 2019 年授权, 专利号:2017105288517.
个人荣誉及获奖:
入选台州市211人才工程。获校优秀班主任、先进个人等荣誉或称号。