基本信息
陈鸽  男  博导  中国科学院数学与系统科学研究院
电子邮件: chenge@amss.ac.cn
通信地址: 中关村东路55号思源楼516办公室
邮政编码: 100190

研究领域

多个体系统理论;机器学习;群体智能算法;

教育背景

2004-09--2009-06   中国科学院大学数学科学学院   硕博连读
1999-09--2004-07   中国科学技术大学数学系   本科

工作经历

   
工作简历
2016-09~2017-09,美国加州大学圣塔芭芭拉分校, 访问学者
2012-10~2013-03,美国韦恩州立大学, 访问学者
2011-06~现在, 中国科学院数学与系统科学研究院, 助理研究员->副研究员
2009-06~2011-06,中国科学院数学与系统科学研究院, 博士后
社会兼职
2024-09-01-今,中国运筹学会数学与智能分会, 理事
2023-04-30-今,中国指挥与控制学会青年工作委员会, 委员
2021-08-16-今,《Mathematical Reviews》, 评论员
2018-10-22-今,IEEE, Senior Member
2018-09-26-今,TCCT随机系统控制学组, 委员

教授课程

多个体系统理论
数值计算方法

专利与奖励

   
奖励信息
(1) 第43届中国控制论会议“关肇直奖”, 其他, 2024
(2) 中国自动化学会自然科学奖, 一等奖, 其他, 2022
(3) Control Theory and Technology英文刊优秀论文(C. Chen, G. Chen, L. Guo, CTT, 15(4):327-339,2017), 其他, 2018
(4) 关肇直青年研究奖, 研究所(学校), 2015
(5) 十大研究进展, 研究所(学校), 2015
(6) 美国工业与应用数学协会SIGEST论文, , 其他, 2014
(7) 陈景润未来之星, , 研究所(学校), 2012
(8) WCICA国际会议最佳理论论文奖Finalist, 其他, 2012
(9) 国际运筹学联合会 “IFORS运筹学进展奖”Finalist, 其他, 2011
(10) 中国运筹学应用奖, 一等奖, 其他, 2010
(11) 中国科学院数学与系统科学研究院院长奖学金, 特等奖, 研究所(学校), 2008
专利成果
[1] 成江江, 陈鸽, 吴周明, 穆义芬. 一种基于Stackelberg 博弈模型的新能源电力系统的定价方法. 2023115789033, 2023-11-20.

[2] 陈鸽, 葛超. 一种基于深度学习的移动通信网络覆盖率计算方法及装置. CN: CN114268965A, 2022-04-01.

[3] 陈鸽. 一种基于MR数据的移动通信网络覆盖率的计算方法. CN: CN114205829B, 2023-08-22.

[4] 陈鸽. 调整信号发射功率的方法、装置、设备和可读介质. 202110959303.6, 2021-08-20.

[5] 陈鸽, 葛超. 一种自适应调整区域内子区域的基站停开机的方法及装置. CN: CN113015191B, 2022-02-22.

[6] 陈鸽, 葛超. 调整区域内各子区域的导频信号发射总功率的方法和装置. CN: CN112770381B, 2022-02-08.

出版信息

   
发表论文
[1] 于永渊, 王彩霞, 冯俊娥, 陈鸽. On Minimum Realization of Boolean Control Networks. IEEE TRANSACTIONS ON AUTOMATIC CONTROL(Technical Note)[J]. 2024, 第 4 作者69(6): 4094-4101, 
[2] 刘方舟, Shaoxuan Cui, 陈鸽, 梅文俊, 高会军. Modeling, Analysis, and Manipulation of Co-evolution between Appraisal Dynamics and Opinion Dynamics. Automatica (Regular Paper)[J]. 2024, 第 3 作者167(null): 111797, 
[3] 陈鸽, 苏伟, 梅文俊, Francesco Bullo. Convergence of the Heterogeneous Deffuant-Weisbuch Model: Complete Proof and Some Extensions. IEEE TRANSACTIONS ON AUTOMATIC CONTROL (Regular Paper)[J]. 2024, 第 1 作者null(null): 
[4] 梅文俊, Julien M. Hendrickx, 陈鸽, Francesco Bullo, Florian Dorfler. Convergence, Consensus and Dissensus in the Weighted-Median Opinion Dynamics. IEEE TRANSACTIONS ON AUTOMATIC CONTROL(Regular Paper)[J]. 2024, 第 3 作者  通讯作者  69(10): 6700-6714, 
[5] 成江江, 陈鸽, 梅文俊, Francesco Bullo. Heterogeneous Hegselmann-Krause Model with Random Interactions. Automatica (Brief paper, accepted)[J]. 2024, 第 2 作者  通讯作者  null(null): 
[6] 葛超, 陈鸽, 姜志鹏. A "Breathing" Mobile Communication Network. IEEE Transactions on Mobile Computing (Regular paper, accepted)[J]. 2024, 第 2 作者  通讯作者  null(null): 
[7] 吴周明, 穆义芬, 杨晓光, 陈鸽. Nash equilibrium solving for general non-zero-sum games from non-convergent dynamics of fictitious play. The 43rd Chinese Control Conference. 2024, 第 4 作者null(null): 
[8] 成江江, 梅文俊, 苏伟, 陈鸽. Evolutionary games on networks: Phase transition, quasi-equilibrium, and mathematical principles. Physica A: Statistical Mechanics and its Applications[J]. 2023, 第 4 作者  通讯作者  611(null): 128447, 
[9] 郁霜霜, 宁政, 陈鸽. 磁性人工纤毛的多个体建模与泵送最优控制. 第七界全国集群智能与协同控制大会. 2023, 第 3 作者
[10] 陈鸽, 于永渊. Convergence Analysis and Strategy Control of Evolutionary Games with Imitation Rule on Toroidal Grid. IEEE TRANSACTIONS ON AUTOMATIC CONTROL(Technical Note)[J]. 2023, 第 1 作者68(12): 8185- 8192, 
[11] 葛超, 陈鸽. Optimal Control for Unmanned Systems With One-Way Broadcast Communication. IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY[J]. 2022, 第 2 作者  通讯作者  
[12] Su Wei, Chen Xianzhong, Yu Yongguang, Chen Ge. Noise-based control of opinion dynamics. IEEE TRANSACTIONS ON AUTOMATIC CONTROL(TECHNICAL NOTE)[J]. 2022, 第 4 作者  通讯作者  http://arxiv.org/abs/1806.03781.
[13] 梅文俊, Francesco Bullo, 陈鸽, Julien M. Hendrickx, Florian D?rfler. Micro-foundation of opinion dynamics: Rich consequences of the weighted-median mechanism. PHYSICAL REVIEW RESEARCH[J]. 2022, 第 3 作者4(23213): https://journals.aps.org/prresearch/pdf/10.1103/PhysRevResearch.4.023213.
[14] Wenjun Mei, Ge Chen, Noah E. Friedkin, Florian Dorfler. Structural balance and interpersonal appraisals dynamics: Beyond all-to-all and two-faction networks. Automatica(Regular Paper)[J]. 2022, 第 2 作者  通讯作者  
[15] yongyuan yu, Min Meng, 冯俊娥, 陈鸽. Observability Criteria for Boolean Networks. IEEE TRANSACTIONS ON AUTOMATIC CONTROL(Technical Note)[J]. 2022, 第 4 作者
[16] Su, Wei, Wang, XueQiao, Chen, Ge, Shen, Kai. Quasi-synchronization of bounded confidence opinion dynamics with a stochastic asynchronous rule. SCIENCE CHINA-INFORMATION SCIENCES[J]. 2022, 第 3 作者65(1): 
[17] Ning, Zheng, Chen, Ge. A novel multi-agent model for chemical self-assembly. AUTOMATICA(REGULAR PAPER)[J]. 2021, 第 2 作者  通讯作者  129: http://dx.doi.org/10.1016/j.automatica.2021.109563.
[18] Chen, Ge, Su, Wei, Ding, Songyuan, Hong, Yiguang. Heterogeneous Hegselmann-Krause Dynamics With Environment and Communication Noise. IEEE TRANSACTIONS ON AUTOMATIC CONTROL(REGULAR PAPER)[J]. 2020, 第 1 作者65(8): 3409-3424, https://www.webofscience.com/wos/woscc/full-record/WOS:000554891800013.
[19] Su, Wei, Wang, Xueqiao, Chen, Ge, Yu, Yongguang, Hadzibeganovic, Tarik. Noise-based synchronization of bounded confidence opinion dynamics in heterogeneous time-varying communication networks. INFORMATION SCIENCES[J]. 2020, 第 3 作者528: 219-230, http://dx.doi.org/10.1016/j.ins.2020.04.018.
[20] Chen, Ge, Su, Wei, Mei, Wenjun, Bullo, Francesco. Convergence properties of the heterogeneous Deffuant-Weisbuch model. AUTOMATICA(REGULAR PAPER)[J]. 2020, 第 1 作者114: http://dx.doi.org/10.1016/j.automatica.2020.108825.
[21] Chen, Ge, Liu, Zhixin. Flocking with General Local Interaction and Large Population. JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY[J]. 2019, 第 1 作者32(6): 1498-1525, http://lib.cqvip.com/Qikan/Article/Detail?id=7100565547.
[22] Wei Su, Jin Guo, Xianzhong Chen, Ge Chen, Jiangyun Li. Robust Fragmentation Modeling of Hegselmann-Krause-Type Dynamics. JOURNAL OF THE FRANKLIN INSTITUTE[J]. 2019, 第 4 作者356(16): 9867-9880, https://www.webofscience.com/wos/woscc/full-record/WOS:000493899600042.
[23] Chen, Ge, Duan, Xiaoming, Mei, Wenjun, Bullo, Francesco. Linear Stochastic Approximation Algorithms and Group Consensus Over Random Signed Networks. IEEE TRANSACTIONS ON AUTOMATIC CONTROL(REGULAR PAPER)[J]. 2019, 第 1 作者64(5): 1874-1889, http://ir.amss.ac.cn/handle/2S8OKBNM/34831, http://www.irgrid.ac.cn/handle/1471x/6869777, http://ir.amss.ac.cn/handle/2S8OKBNM/34832, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000466226500008&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=3a85505900f77cc629623c3f2907beab.
[24] Su, Wei, Guo, Jin, Chen, Xianzhong, Chen, Ge. Noise-Induced Synchronization of Hegselmann-Krause Dynamics in Full Space. IEEE TRANSACTIONS ON AUTOMATIC CONTROL(TECHNICAL NOTE)[J]. 2019, 第 4 作者  通讯作者  64(9): 3804-3808, 
[25] Chen, Ge, Duan, Xiaoming, Friedkin, Noah E, Bullo, Francesco. Social Power Dynamics Over Switching and Stochastic Influence Networks. IEEE TRANSACTIONS ON AUTOMATIC CONTROL(REGULAR PAPER)[J]. 2019, 第 1 作者64(2): 582-597, http://ir.amss.ac.cn/handle/2S8OKBNM/32459.
[26] Mei, Wenjun, CisnerosVelarde, Pedro, Chen, Ge, Friedkin, Noah E, Bullo, Francesco. Dynamic social balance and convergent appraisals via homophily and influence mechanisms. AUTOMATICA(REGULAR PAPER)[J]. 2019, 第 3 作者110: http://dx.doi.org/10.1016/j.automatica.2019.108580.
[27] Su, Wei, Chen, Ge, Yu, Yongguang. Finite-time elimination of disagreement of opinion dynamics via covert noise. IET CONTROL THEORY AND APPLICATIONS[J]. 2018, 第 2 作者12(4): 563-570, https://www.webofscience.com/wos/woscc/full-record/WOS:000424256400015.
[28] Chen Chen, Ge Chen, Lei Guo. On the minimum number of neighbors needed for consensus of flocks. CONTROL THEORY AND TECHNOLOGY[J]. 2017, 第 2 作者15(4): http://ir.amss.ac.cn/handle/2S8OKBNM/40837, http://www.irgrid.ac.cn/handle/1471x/6870197, http://ir.amss.ac.cn/handle/2S8OKBNM/40838.
[29] Chen, Ge, Wang, Le Yi, Chen, Chen, Yin, George. Critical Connectivity and Fastest Convergence Rates of Distributed Consensus With Switching Topologies and Additive Noises. IEEE TRANSACTIONS ON AUTOMATIC CONTROL(REGULAR PAPER)[J]. 2017, 第 1 作者62(12): 6152-6167, https://www.webofscience.com/wos/woscc/full-record/WOS:000417090000007.
[30] Chen, Ge. Small Noise May Diversify Collective Motion in Vicsek Model. IEEE TRANSACTIONS ON AUTOMATIC CONTROL(REGULAR PAPER)[J]. 2017, 第 1 作者62(2): 636-651, https://www.webofscience.com/wos/woscc/full-record/WOS:000395510600009.
[31] Su, Wei, Chen, Ge, Hong, Yiguang. Noise leads to quasi-consensus of Hegselmann-Krause opinion dynamics. AUTOMATICA(TECHNICAL NOTE)[J]. 2017, 第 2 作者85: 448-454, http://dx.doi.org/10.1016/j.automatica.2017.08.008.
[32] Chen Chen, Chen Ge, Guo Lei. Consensus of flocks under M-nearest-neighbor rules. JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY[J]. 2015, 第 2 作者28(1): 1-15, http://ir.amss.ac.cn/handle/2S8OKBNM/46105, http://www.irgrid.ac.cn/handle/1471x/6870560, http://ir.amss.ac.cn/handle/2S8OKBNM/46106.
[33] Zhang Jiangbo, Chen Ge. Convergence rate of the asymmetric Deffuant-Weisbuch dynamics. JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY[J]. 2015, 第 2 作者28(4): 773-787, http://ir.amss.ac.cn/handle/2S8OKBNM/40690, http://www.irgrid.ac.cn/handle/1471x/6870187, http://ir.amss.ac.cn/handle/2S8OKBNM/40691.
[34] Chen, Ge. Small noise may diversify collective motion. 2015 34TH CHINESE CONTROL CONFERENCE (CCC)[J]. 2015, 第 1 作者1334-1339, 
[35] Chen, Ge, Liu, Zhixin, Guo, Lei. The Smallest Possible Interaction Radius for Synchronization of Self-Propelled Particles. SIAM REVIEW[J]. 2014, 第 1 作者56(3): 499-521, https://www.webofscience.com/wos/woscc/full-record/WOS:000340627100003.
[36] Chen, Ge, Yao, Changlong, Guo, Tiande. THE ASYMPTOTIC SIZE OF THE LARGEST COMPONENT IN RANDOM GEOMETRIC GRAPHS WITH SOME APPLICATIONS. ADVANCES IN APPLIED PROBABILITY[J]. 2014, 第 1 作者46(2): 307-324, https://www.webofscience.com/wos/woscc/full-record/WOS:000338091200001.
[37] Chen, Chen, Chen, Ge, Guo, Lei. The Number of Neighbors Needed for Consensus of Flocks. 2013 32ND CHINESE CONTROL CONFERENCE (CCC)[J]. 2013, 第 2 作者7060-7065, 
[38] Chen, Ge, Liu, Zhixin. Emergence of Flocks with Local Interactions. PROCEEDINGS OF THE 10TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA 2012)[J]. 2012, 第 1 作者3515-3519, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000395422503109.
[39] Zhang Jiangbo, Chen Ge, Hong Yiguang. Convergence Analysis of Asymmetric Homogeneous Deffuant-Weisbuch Model. PROCEEDINGS OF THE 2012 24TH CHINESE CONTROL AND DECISION CONFERENCE (CCDC)[J]. 2012, 第 2 作者2394-2399, 
[40] Chen Chen, Chen Ge, Guo Lei. Synchronization of mobile autonomous agents with M-nearest-neighbor rule. PROCEEDINGS OF THE 31ST CHINESE CONTROL CONFERENCE[J]. 2012, 第 2 作者1147-1152, 
[41] Chen, Ge, Liu, Zhixin, Guo, Lei. THE SMALLEST POSSIBLE INTERACTION RADIUS FOR FLOCK SYNCHRONIZATION. SIAM JOURNAL ON CONTROL AND OPTIMIZATION[J]. 2012, 第 1 作者50(4): 1950-1970, https://www.webofscience.com/wos/woscc/full-record/WOS:000309999000010.
[42] Yao, ChangLong, Chen, Ge, Guo, TianDe. LARGE DEVIATIONS FOR THE GRAPH DISTANCE IN SUPERCRITICAL CONTINUUM PERCOLATION. JOURNAL OF APPLIED PROBABILITY[J]. 2011, 第 2 作者48(1): 154-172, 
[43] Zhao Tong, Guo TianDe, Yang WenGuo, Chen Ge. An optimal cross-layer model for maximum lifetime routing in wireless sensor networks. 2010 WRI International Conference on Communications and Mobile Computing, CMC 2010. 2010, 第 4 作者http://www.corc.org.cn/handle/1471x/2063920.
[44] Yang Rui, Guo Tiande, Chen, Ge. A Discussion of Maximizing System Performance in Wireless Sensor Networks. Journal of Networks[J]. 2010, 第 3 作者
[45] Chen Ge, Liu Zhixin, Guo Lei. Synchronization of a Group Of Mobile Agents with Supercritical Connectivity Radius and Large Population. PROCEEDINGS OF THE 29TH CHINESE CONTROL CONFERENCE[J]. 2010, 第 1 作者4652-4655, 
[46] Yang Rui, Guo Tiande, Chen Ge. An Investigation of Maximizing System Performance in Wireless Sensor Networks. NSWCTC 2009: INTERNATIONAL CONFERENCE ON NETWORKS SECURITY, WIRELESS COMMUNICATIONS AND TRUSTED COMPUTING, VOL 1, PROCEEDINGS[J]. 2009, 第 3 作者378-382, http://dx.doi.org/10.1109/NSWCTC.2009.224.
[47] Ge Chen Tian-de Guo Chang-long Yao. Some Properties for the Largest Component of Random Geometric Graphs with Applications in Sensor Networks. 应用数学学报:英文版[J]. 2009, 579-592, http://lib.cqvip.com/Qikan/Article/Detail?id=31511286.
[48] 陈鸽, 郭田德. 大规模随机无线传感器网络最优传输半径. 中国运筹学会第九届学术交流会论文集. 2008, 第 1 作者
[49] Chen Ge, Guo TianDe, Yang WenGuo, Zhao Tong. An improved ant-based routing protocol in wireless sensor networks. 2006 INTERNATIONAL CONFERENCE ON COLLABORATIVE COMPUTING: NETWORKING, APPLICATIONS AND WORKSHARING[J]. 2006, 第 1 作者442-+, http://dx.doi.org/10.1109/COLCOM.2006.361894.
发表著作
(1) Stochastic Opinion Dynamics: Theory and Application, 冶金工业出版社, 2021-03, 第 2 作者

科研活动

   
科研项目
( 1 ) 多自主体系统集体行为若干关键问题研究, 负责人, 国家任务, 2013-01--2015-12
( 2 ) 不确定信息下多体导航与控制的系统理论与数学基础, 参与, 国家任务, 2014-01--2018-12
( 3 ) 催组装及可控组装的基础理论研究, 负责人, 国家任务, 2015-01--2017-12
( 4 ) 随机环境下多个体系统的分析、调控与 优化, 负责人, 国家任务, 2017-01--2017-12
( 5 ) 复杂多自主体系统协同控制理论与方法, 参与, 中国科学院计划, 2016-08--2020-08
( 6 ) 复杂系统自主控制方法研究3, 负责人, 地方任务, 2017-01--2021-12
( 7 ) 弱信息交互下多智能体大规模集群体系结构与控制研究, 负责人, 地方任务, 2019-01--2019-06
( 8 ) 基于数字水印的大数据隐私保护与溯源, 负责人, 国家任务, 2018-10--2021-06
( 9 ) 化学自组装多个体建模与优化, 负责人, 国家任务, 2021-01--2024-12
( 10 ) Banach空间中时变随机广义发展方程的精确能控性问题研究, 参与, 国家任务, 2022-01--2022-12
( 11 ) 数字经济的博弈论基础, 参与, 国家任务, 2022-01--2026-12
( 12 ) 基于数据的多智能体系统博弈、优化与控制, 参与, 中国科学院计划, 2021-01--2025-12
( 13 ) 新能源电力系统若干关键技术的数学理论与算法, 参与, 国家任务, 2022-12--2027-12
参与会议
(1)线性随机逼近算法临界条件研究   第二届中国系统科学大会    2018-05-12
(2)“将随机转化为控制”的方法   第十届数学控制理论及应用学术会议   2018-05-05
(3)Social Power Dynamics over Switching Influence Networks   中国数学会2017年学术年会   2017-10-21
(4)Analysis and control on collective behavior of some random complex systems   University of California Irvine邀请报告(Tryphon T. Georgiou教授邀请)   2017-01-20
(5)Mathematical Analysis on Collective Behavior of Self-Organized Systems    The AMSS-TU Delft Workshop on Cooperation in Applied Mathematics   2015-11-17
(6)Analysis on Collective Motion of Flocks   The 8th International Congress on Industrial and Applied Mathematics   2015-08-13
(7)Small Noise May Diversify Collective Motion   The 34th Chinese Control Conference   2015-07-29