基本信息
刘志新  女  博导  中国科学院数学与系统科学研究院
电子邮件: lzx@amss.ac.cn
通信地址: 北京市海淀区中关村东路55号
邮政编码: 100190

研究领域

多智能体系统,分布式估计,机器学习,博弈论

招生信息

   
招生专业
070105-运筹学与控制论
071101-系统理论
招生方向
多个体系统,复杂系统

教育背景

2002-09--2007-07   中科院数学与系统科学研究院   博士学位
1998-09--2002-07   山东大学   学士学位

工作经历

   
工作简历
2016-04~现在, 中国科学院数学与系统科学研究院, 研究员
2011-04~2016-03,中科院数学与系统科学研究院, 副研究员
2007-07~2011-04,中科院数学与系统科学研究院, 助理研究员
社会兼职
2019-10-10-今,中国工业与应用数学学会复杂系统与复杂网络专委会, 副主任
2018-01-01-今,系统科学与数学, 副主编
2018-01-01-今,中国自动化学会控制理论专业委员会, 秘书长
2018-01-01-今,控制理论与应用, 编委
2017-11-09-今,《中国科学.信息科学》青年编委, 《中国科学.信息科学》青年编委
2014-01-01-今,中国工业与应用数学学会复杂系统与复杂网络专业委员会副秘书长,
2014-01-01-今,IFAC Technical Committee on Networked Systems 委员,
-今,

教授课程

控制论
多个体系统理论

专利与奖励

   
奖励信息
(1) 中国自动化学会自然科学奖, 一等奖, 其他, 2022
(2) 第七届CAA青年科学家奖, 其他, 2021
(3) 全球智能控制与自动化大会最佳理论论文奖, 其他, 2018
(4) 中国工业与应用数学学会青年学者奖, 其他, 2015
(5) SIGEST论文奖, 其他, 2014
专利成果
[1] 甘叠, 刘志新, 吕金虎. 一种分布式自适应协同跟踪定位方法. CN: CN116295359B, 2023-08-15.

出版信息

   
发表论文
[1] Tianhao Li, Ruichang Zhang, Zhixin Liu, Zhuo Zou, Xiaoming Hu. Controllability of networked multiagent systems based on linearized Turing’s model. AUTOMATICA. 2024, 162: http://dx.doi.org/10.1016/j.automatica.2023.111507.
[2] Die Gan, Siyu Xie, 刘志新, Jinhu Lv. Stability of FFLS-Based Diffusion Adaptive Filter Under Cooperative Excitation Condition. IEEE TRANSACTIONS ON AUTOMATIC CONTROL[J]. 2024, [3] Yueyue Xu, Zhixin Liu, Lin Wang, Xiaoming Hu, Han Zhang. A Game Approach for Defending System Security from an Attacker. IFAC World Congressnull. 2023, [4] Siyu Xie, Die Gan, Zhixin Liu. Two-Layer Diffusion Adaptive Filters Over Directed Markovian Switching Networks. IEEE CONTROL SYSTEMS LETTERS[J]. 2023, [5] Gan, Die, Liu, Zhixin. Distributed sparse identification for stochastic dynamic systems under cooperative non-persistent excitation condition. AUTOMATICA[J]. 2023, 151: http://dx.doi.org/10.1016/j.automatica.2023.110958.
[6] Liu, Yujing, Liu, Zhixin. Distributed adaptive formation control of multi-agent systems with measurement noises?. AUTOMATICA[J]. 2023, 150: http://dx.doi.org/10.1016/j.automatica.2023.110857.
[7] Yuexin Cao, Yibei Li, Zhixin Liu, Lirong Zeng, Xiaoming Hu. Minimal Control Placement of Turing's Model Using Symmetries. IEEE Conference on Decision and Controlnull. 2023, [8] Xinghua Zhu, Zhixin Liu, Xiaoming Hu. Distributed order estimation for continuous-time stochastic systems. Control Theory and Technology[J]. 2023, [9] Tianhao Li, Zhixin Liu, Lizheng Liu, Xiaoming Hu. Steady State Behavior of the Free Recall Dynamics of Working Memory. JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY[J]. 2023, [10] Xinghua Zhu, Die Gan, Zhixin Liu. Distributed Least Squares Algorithm of Continuous-Time Stochastic Regression Model Based on Sampled Data. JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY[J]. 2023, [11] Gan, Die, Liu, Zhixin. Performance analysis of the compressed distributed least squares algorithm. SYSTEMS & CONTROL LETTERS[J]. 2022, 164: http://dx.doi.org/10.1016/j.sysconle.2022.105228.
[12] Xinghua Zhu, Die Gan, Zhixin Liu. Performance analysis of least squares of continuous-time model based on sampling data. IEEE Control Systems Letters[J]. 2022, [13] Die Gan, Zhixin Liu. Distributed order estimation of ARX model under cooperative excitation conditions. SIAM Journal on Control and Optimization[J]. 2022, [14] Gan, Die, Liu, Zhixin. Convergence of the Distributed SG Algorithm Under Cooperative Excitation Condition. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS[J]. 2022, [15] Gan, Die, Xie, Siyu, Liu, Zhixin. Stability of the distributed Kalman filter using general random coefficients. SCIENCE CHINA-INFORMATION SCIENCES[J]. 2021, 64(7): 62-75, http://dx.doi.org/10.1007/s11432-020-2962-9.
[16] Deng, Juan, Wang, Lin, Liu, Zhixin. Attitude synchronization and rigid formation of multiple rigid bodies over proximity networks. AUTOMATICA[J]. 2021, 125: http://dx.doi.org/10.1016/j.automatica.2020.109388.
[17] Dong, Daoyi, Xing, Xi, Ma, Hailan, Chen, Chunlin, Liu, Zhixin, Rabitz, Herschel. Learning-Based Quantum Robust Control: Algorithm, Applications, and Experiments. IEEE TRANSACTIONS ON CYBERNETICS[J]. 2020, 50(8): 3581-3593, http://dx.doi.org/10.1109/TCYB.2019.2921424.
[18] Yuan, Shuo, Mu, Yifen, Guan, Xiaoping, Liu, Zhixin, Chen, Jianhua, Yang, Ning, Zhang, Lin. Game-theoretical explorations of the mesoscale flow structure and regime transitions in bubble columns. PARTICUOLOGY[J]. 2020, 48(1): 100-108, http://lib.cqvip.com/Qikan/Article/Detail?id=7102394318.
[19] Liu, Zhixin, Wang, Lin, Dong, Daoyi, Baras, John S. STABLE CONSENSUS DECISION MAKING FOR SPATIALLY DISTRIBUTED MULTIAGENT SYSTEMS WITH MULTIPLE LEADERS. SIAM JOURNAL ON CONTROL AND OPTIMIZATION[J]. 2020, 58(3): 1626-1651, https://www.webofscience.com/wos/woscc/full-record/WOS:000546880000014.
[20] Dong Daoyi, Xing Xi, Ma Hailan, Chen Chunlin, Liu Zhixin, Rabitz Herschel. Learning-based Quantum Robust Control: Algorithm, Applications and Experiments. 2020, http://arxiv.org/abs/1702.03946.
[21] Chen, Ge, Liu, Zhixin. Flocking with General Local Interaction and Large Population. JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY[J]. 2019, 32(6): 1498-1525, http://lib.cqvip.com/Qikan/Article/Detail?id=7100565547.
[22] Mu, Yifen, Guan, Xiaoping, Yuan, Shuo, Liu, Zhixin, IEEE, Fu, M, Sun, J. New game theoretical model and GNE results for the flow structure in bubble columns. PROCEEDINGS OF THE 38TH CHINESE CONTROL CONFERENCE (CCC)null. 2019, 1045-1050, [23] Gan, Die, Liu, Zhixin, IEEE. Strong consistency of the distributed stochastic gradient algorithm. 2019 IEEE 58TH CONFERENCE ON DECISION AND CONTROL (CDC)null. 2019, 5082-5087, [24] Zhixin Liu. Flocking With General Local Interactions And Large Population. Journal of Systems Science and complexity. 2019, [25] DENG Juan, WANG Lin, LIU Zhixin, HU Xiaoming. Pose Synchronization of Multiple Rigid Bodies Under Average Dwell Time Condition. 系统科学与复杂性学报(英文版)[J]. 2018, 31(1): 215-233, http://lib.cqvip.com/Qikan/Article/Detail?id=674861874.
[26] Yuan Shuo, Mu Yifen, Liu Zhixin, Chen X, Zhao QC. A novel game theoretical model and generalized Nash equilibrium for meso-Scale flow structure in bubble columns. 2018 37TH CHINESE CONTROL CONFERENCE (CCC)null. 2018, 1071-1076, [27] Deng, Juan, Wang, Lin, Liu, Zhixin, Hu, Xiaoming. Coordination of multiple rigid bodies under distance-induced interaction topologies. IET CONTROL THEORY AND APPLICATIONS[J]. 2018, 12(15): 2067-2075, http://dx.doi.org/10.1049/iet-cta.2017.1426.
[28] Zhixin Liu. Pose synchronization of multiple rigid bodies under average dwell time conditions,. Journal of Systems Science and Complexity. 2018, [29] Zhou, Shenyu, Xu, Shuangdie, Wang, Lin, Liu, Zhixin, Chen, Guanrong, Wang, Xiaofan. Propagation of interacting diseases on multilayer networks. PHYSICAL REVIEW E[J]. 2018, 98(1): https://www.webofscience.com/wos/woscc/full-record/WOS:000438040800002.
[30] Wang, Lin, Markdahl, Johan, Liu, Zhixin, Hu, Xiaoming. Decentralized cooperative tracking subject to motion constraints. AUTOMATICA[J]. 2018, 96: 121-126, http://dx.doi.org/10.1016/j.automatica.2018.06.037.
[31] Deng, Juan, Wang, Lin, Liu, Zhixin, Hu, Xiaoming. Pose Synchronization of Multiple Rigid Bodies Under Average Dwell Time Condition. JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY[J]. 2018, 31(1): 215-233, http://lib.cqvip.com/Qikan/Article/Detail?id=674861874.
[32] Deng, Juan, Wang, Lin, Liu, Zhixin, IEEE. Pose control of rigid bodies with a distance-dependent communication topology. 2018 13TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA)null. 2018, 99-105, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000461361000018.
[33] 刘志新. Lower Bounds on the Proportion of Leaders Needed for Expected Consensus of 3-D Flocks, IEEE Trans. Neural Networks and Learning Systems. IEEE Transactions on Neural Networks and Learning Systems. 2017, [34] Li, Xuejing, Wang, Lin, Liu, Zhixin, Dong, Daoyi. Lower Bounds on the Proportion of Leaders Needed for Expected Consensus of 3-D Flocks. IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS[J]. 2017, 28(11): 2555-2565, https://www.webofscience.com/wos/woscc/full-record/WOS:000413403900008.
[35] Liu, Zhixin, Wang, Lin, Wang, Jinhuan, Dong, Daoyi, Hu, Xiaoming. Distributed sampled-data control of nonholonomic multi-robot systems with proximity networks. AUTOMATICA[J]. 2017, 77: 170-179, http://dx.doi.org/10.1016/j.automatica.2016.11.027.
[36] Deng, Juan, Liu, Zhixin, IEEE. Attitude synchronization of multiple rigid bodies in space while preserving connectivity. 2017 IEEE 56TH ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC)null. 2017, [37] Deng, Juan, Liu, Zhixin, Wang, Lin, Baras, John S, Chen, J, Zhao, Q. Attitude synchronization of multiple rigid bodies in SE(3) over proximity networks. PROCEEDINGS OF THE 35TH CHINESE CONTROL CONFERENCE 2016null. 2016, 8275-8280, [38] Chen, Chen, Liu, Zhixin, Guo, Lei. Performance bounds of distributed adaptive filters with cooperative correlated signals. SCIENCE CHINA-INFORMATION SCIENCES[J]. 2016, 59(11): https://www.webofscience.com/wos/woscc/full-record/WOS:000402523000001.
[39] Jinhuan WANG, Pengxiao ZHANG, Zhixin LIU, Xiaoming HU. observerbasedleaderfollowingtrackingcontrolunderbothfixedandswitchingtopologies. CONTROLTHEORYANDTECHNOLOGY[J]. 2016, 14(1): 28-, http://lib.cqvip.com/Qikan/Article/Detail?id=668182691.
[40] Liu, Zhixin, Wang, Lin, Baras, John S, IEEE. Distributed hybrid consensus of second-order dynamics over proximity. 2016 IEEE 55TH CONFERENCE ON DECISION AND CONTROL (CDC)null. 2016, 4273-4277, [41] Zhang, Shuhong, Wang, Lin, Liu, Zhixin, Wang, Xiaofan. Evolution of international trade and investment networks. PHYSICAASTATISTICALMECHANICSANDITSAPPLICATIONS[J]. 2016, 462: 752-763, http://dx.doi.org/10.1016/j.physa.2016.06.117.
[42] Liu, Zhixin, Li, Dan, Wang, Lin, Dong, Daoyi. Synchronization of a Group of Mobile Agents With Variable Speeds Over Proximity Nets. IEEE TRANSACTIONS ON CYBERNETICS[J]. 2016, 46(7): 1579-1590, https://www.webofscience.com/wos/woscc/full-record/WOS:000379757900008.
[43] Zhang Pengxiao, Wang Jinhuan, Liu Zhixin, Chen, J, Zhao, Q. Observer based event-triggered leader-follower consensus of multi-agent systems. PROCEEDINGS OF THE 35TH CHINESE CONTROL CONFERENCE 2016null. 2016, 7802-7807, [44] Wang Jinhuan, Zhang Pengxiao, Liu Zhixin, Hu Xiaoming. Observer-based leader-following tracking control under both fixed and switching topologies. 控制理论与技术:英文版[J]. 2016, 14(1): 28-, http://lib.cqvip.com/Qikan/Article/Detail?id=668182691.
[45] Chen, Chen, Liu, Zhixin, Guo, Lei. Performance bounds of distributed adaptive filters with cooperative correlated signals. SCIENCE CHINA-INFORMATION SCIENCES[J]. 2016, 59(11): https://www.webofscience.com/wos/woscc/full-record/WOS:000402523000001.
[46] Gao Peixin, Liu Zhixin, Baras John S, IEEE. Bipartite Consensus for Global Trust in Social Network Services. 2015 IEEE GLOBAL COMMUNICATIONS CONFERENCE (GLOBECOM)null. 2015, [47] Deng, Juan, Song, Wenjun, Liu, Zhixin, Baras, John S, Zhao, Q, Liu, S. Pose synchronization of rigid body networks with switching topologies. 2015 34TH CHINESE CONTROL CONFERENCE (CCC)null. 2015, 7639-7644, [48] Liu, Zhixin. Consensus of a group of mobile agents in three dimensions. AUTOMATICA[J]. 2014, 50(6): 1684-1690, http://dx.doi.org/10.1016/j.automatica.2014.04.017.
[49] Wang Jinhuan, Liu Zhixin, Hu Xiaoming. Consensus control design for multi-agent systems using relative output feedback. JOURNAL OF SYSTEMS SCIENCE & COMPLEXITY[J]. 2014, 27(2): 237-251, http://ir.amss.ac.cn/handle/2S8OKBNM/37960, http://www.irgrid.ac.cn/handle/1471x/6870002, http://ir.amss.ac.cn/handle/2S8OKBNM/37961.
[50] Chen, Ge, Liu, Zhixin, Guo, Lei. The Smallest Possible Interaction Radius for Synchronization of Self-Propelled Particles. SIAM REVIEW[J]. 2014, 56(3): 499-521, https://www.webofscience.com/wos/woscc/full-record/WOS:000340627100003.
[51] JiangPing HU, ZhiXin LIU, JinHuan WANG, Lin WANG, XiaoMing HU. Estimation, Intervention and Interaction of Multi-agent Systems. ACTA AUTOMATICA SINICA. 2013, [52] 胡江平, 刘志新, 王金环, 王琳, 胡晓明. 多智能体系统的估计、干预及非线性耦合算法(英文). 自动化学报. 2013, http://kns.cnki.net/KCMS/detail/detail.aspx?QueryID=0&CurRec=1&recid=&FileName=MOTO201311007&DbName=CJFD2013&DbCode=CJFQ&yx=&pr=&URLID=&bsm=QK0101;.
[53] Hu Jiangping, 刘志新, Wang Jinhuan, Wang Lin, Hu Xiaoming. estimationinterventionandinteractionofmultiagentsystems. 自动化学报[J]. 2013, 39(11): 1796-, http://ir.amss.ac.cn/handle/2S8OKBNM/48622, http://www.irgrid.ac.cn/handle/1471x/6870741, http://ir.amss.ac.cn/handle/2S8OKBNM/48623.
[54] 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, 3515-3519, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000395422503109.
[55] Liu, Zhixin, Cheng, D. Consensus decision-making of animal groups in motion. PROCEEDINGS OF THE 10TH WORLD CONGRESS ON INTELLIGENT CONTROL AND AUTOMATION (WCICA 2012)null. 2012, 952-957, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000395422501001.
[56] Chen, Ge, Liu, Zhixin, Guo, Lei. THE SMALLEST POSSIBLE INTERACTION RADIUS FOR FLOCK SYNCHRONIZATION. SIAM JOURNAL ON CONTROL AND OPTIMIZATION[J]. 2012, 50(4): 1950-1970, https://www.webofscience.com/wos/woscc/full-record/WOS:000309999000010.
[57] Liu Zhixin, IEEE. The proportion of leaders needed in the consensus decision-making. 2012 IEEE 51ST ANNUAL CONFERENCE ON DECISION AND CONTROL (CDC)null. 2012, 3997-4002, [58] Liu, Zhixin, Han, Jing, Hu, Xiaoming. The proportion of leaders needed for the expected consensus. AUTOMATICA[J]. 2011, 47(12): 2697-2703, http://dx.doi.org/10.1016/j.automatica.2011.08.047.
[59] Liu Zhixin, Chen, J. Consensus of the 3-Dimensional Vicsek Model. PROCEEDINGS OF THE 29TH CHINESE CONTROL CONFERENCEnull. 2010, 4635-4640, [60] 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, 4652-4655, [61] Liu, Zhixin, Guo, Lei. Synchronization of multi-agent systems without connectivity assumptions. AUTOMATICA[J]. 2009, 45(12): 2744-2753, http://dx.doi.org/10.1016/j.automatica.2009.09.015.
[62] Liu, Zhixin, Han, Jing, Hu, Xiaoming, IEEE. The Number of Leaders Needed for Consensus. PROCEEDINGS OF THE 48TH IEEE CONFERENCE ON DECISION AND CONTROL, 2009 HELD JOINTLY WITH THE 2009 28TH CHINESE CONTROL CONFERENCE (CDC/CCC 2009)null. 2009, 3745-3750, [63] Wang Lin, Liu ZhiXin. Robust consensus of multi-agent systems with noise. SCIENCE IN CHINA SERIES F-INFORMATION SCIENCES[J]. 2009, 52(5): 824-834, http://lib.cqvip.com/Qikan/Article/Detail?id=30294009.
[64] WANG Lin LIU ZhiXin. Robust consensus of multi-agent systems with noise. 中国科学:F辑英文版[J]. 2009, 824-834, http://lib.cqvip.com/Qikan/Article/Detail?id=30294009.
[65] Zhixin Liu. Synchronization of multi-agent systems without connectivity assumption. Automatica. 2009, [66] Liu ZhiXin, Lei, Guo. Connectivity and synchronization of Vicsek model. SCIENCE IN CHINA SERIES F-INFORMATION SCIENCES[J]. 2008, 51(7): 848-858, http://lib.cqvip.com/Qikan/Article/Detail?id=29079261.
[67] 刘志新. 基于局部一整体反馈控制的多个体系统的稳定性. 控制理论与应用. 2008, http://kns.cnki.net/KCMS/detail/detail.aspx?QueryID=0&CurRec=2175&recid=&FileName=KZLY200803032&DbName=CJFD2008&DbCode=CJFQ&yx=&pr=&URLID=&bsm=QK0101;.
[68] Liu ZhiXin, Lei, Guo. Connectivity and synchronization of Vicsek model. SCIENCE IN CHINA SERIES F-INFORMATION SCIENCES[J]. 2008, 51(7): 848-858, http://lib.cqvip.com/Qikan/Article/Detail?id=29079261.
[69] 刘志新. 基于局部整体反馈控制的多个体系统的稳定性. 控制理论与应用[J]. 2008, 25(3): 551-, http://lib.cqvip.com/Qikan/Article/Detail?id=27549176.
[70] Wang Lin, Liu Zhixin, Guo Lei, Cheng, DZ, Wu, M. Robust consensus of multi-agent systems with noise. PROCEEDINGS OF THE 26TH CHINESE CONTROL CONFERENCE, VOL 6null. 2007, 737-+, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000251013400163.
[71] Liu Zhixin, Guo Lei, Cheng DZ, Wu M. Synchronization of vicsek model with large population. PROCEEDINGS OF THE 26TH CHINESE CONTROL CONFERENCE, VOL 6null. 2007, 673-+, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000251013400150.
[72] 刘志新, 郭雷. Vicsek模型的连通与同步. 中国科学:E辑[J]. 2007, 37(8): 979-988, http://lib.cqvip.com/Qikan/Article/Detail?id=25255675.
[73] Liu, Zhixin, Guo, Lei, IEEE. Connectivity and synchronization of multi-agent systems. 2006 CHINESE CONTROL CONFERENCE, VOLS 1-5null. 2006, 1566-+, http://apps.webofknowledge.com/CitedFullRecord.do?product=UA&colName=WOS&SID=5CCFccWmJJRAuMzNPjj&search_mode=CitedFullRecord&isickref=WOS:000243873603041.
[74] 刘志新, 郭雷. 基于局部—整体反馈控制的多体系统的稳定性. 2005, http://kns.cnki.net/KCMS/detail/detail.aspx?QueryID=0&CurRec=3591&recid=&FileName=KZLL200507001164&DbName=CPFD9908&DbCode=CPFD&yx=&pr=&URLID=&bsm=.

科研活动

   
科研项目
( 1 ) 多个体系统的集体行为与控制 , 负责人, 国家任务, 2009-01--2011-12
( 2 ) 多自主体系统的集体行为, 负责人, 国家任务, 2009-01--2011-12
( 3 ) 复杂多自主体系统的分析、优化与调控, 负责人, 国家任务, 2013-01--2016-12
( 4 ) 不确定信息下多体导航与控制的系统理论和数学基础, 参与, 国家任务, 2014-01--2018-12
( 5 ) 带变量约束的非合作博弈及其在化工介尺度结构研究中的应用, 负责人, 国家任务, 2017-01--2020-12
( 6 ) 不确定性系统智能控制的基础数学理论与方法, 参与, 国家任务, 2019-09--2024-08
( 7 ) 数字化社会治理的复杂性机理与智能方法, 负责人, 国家任务, 2023-01--2027-12
参与会议
(1)Coordination control of the dynamical model of multiple rigid bodies in space   控制与决策大会   Juan Deng, Zhixin Liu   2017-12-12
(2)The number of leaders needed for consensus   Zhixin Liu, Jing Han, Xiaoming Hu   2009-12-16
(3)How many leaders are required for consensus   Zhixin Liu   2008-07-16
(4)Synchronization of a class of multi-agent systems with large population   Zhixin Liu, Lei Guo   2008-07-06
(5)Synchronization of Vicsek model with large population   26届中国控制会议   Zhixin Liu, Lei Guo   2007-07-26
(6)多个体系统的连通与同步   25届中国控制会议   刘志新,郭雷   2006-08-07