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辛斌副教授

作者:模式识别与智能系统 | | 发布日期:2013-01-11
 

          

 

 
辛斌

19821月生,山东海阳人。博士,副教授,博士生导师。主要研究方向为智能优化的理论和方法及其应用,包括组合优化问题求解、多智能体系统、人机协作系统、火力指挥控制系统中的资源分配与调度优化、运动体的任务规划方法、智能优化控制方法等,在相关研究方向上发表学术论文60余篇,其中SCI收录论文18篇,并出版学术专著32012年获得第18届关肇直奖。博士学位论文获得2013年北京市优秀博士学位论文,并获2014年中国自动化学会第一届优秀博士学位论文。主持国家自然科学基金2项、教育部博士点基金1项,参与自然科学基金项目、部级项目多项,获教育部自然科学奖一等奖1项,国防科技进步二等奖4项。国际刊物《Journal of Advanced Computational Intelligence and Intelligent Informatics》副编,北京自动化学会理事、控制理论专业委员会非线性系统与控制学组委员,自动化学会会员、人工智能学会会员、中国指挥与控制学会会员、IEEE计算智能学会会员、IEEE控制系统学会会员。主讲本科生课程《智能控制基础》、《机器人控制基础》。

Email: brucebin@bit.edu.cn

Tel: 010-68912463

欢迎对智能优化、计算智能、多机器人系统、人机协作系统等方向感兴趣的同学报考研究生!对数学建模竞赛、电子设计竞赛等学科竞赛感兴趣的本科生同学也可联系本人做指导教师。

 

教育经历

2012年,北京理工大学,获控制科学与工程博士学位。

2011年-2012年,赴英国曼彻斯特大学交流访问一年。

2004年,北京理工大学,获信息工程学士学位。

 

工作经历

2017年1月-至今:博士生导师。

2015年7月-至今:北京理工大学自动化学院,副教授。

2012年7月-2015年7月:北京理工大学自动化学院,讲师。

 

研究方向

      1.  智能优化、进化计算、群智能

      2.  资源分配问题、运动规划问题、布局优化问题、复杂系统任务调度等

      3.  多智能体系统、多机器人系统、人机协作系统(优化与决策问题)

      4.  智能优化控制

 

发表的著作

陈杰, 辛斌, 著. 《智能优化的探索-开发权衡理论与方法》. 北京: 科学出版社, 2013年6月.

陈杰,方浩,辛斌,著. 《多智能体系统的协同群集运动控制》. 北京: 科学出版社, 2016.

辛斌,陈杰,著. 《面向复杂优化问题求解的智能优化方法》. 北京:北京理工大学出版社, 2017年.

 

学术论文

SCIE收录的文章

Jun Shen, Hui-Qiang Cui, Bin Xin, Wei-Xi Cao. Speed control of single-axis rotation INS by tracking differentiator based fuzzy PID[J]. Accepted by IEEE Transactions on Aerospace and Electronic Systems (published online).

Wei Yue, Hao Fang, Jie Chen, Bin Xin. Algebraic connectivity estimation based on decentralized inverse power iteration[J]. Asian Journal of Control, 2017, 19 (2):805-812. (SCI收录,IDS : EM7JI)

Jie Chen, Juan Li, Bin Xin. DMOEA-εC: decomposition-based multiobjective evolutionary algorithm with the ε-constraint framework[J]. Accepted by IEEE Transactions on Evolutionary Computation, Published online, Digital Object Identifier: 10.1109/TEVC.2017.2671462 (通讯作者)

Hao Fang, Yue Wei, Jie Chen, Bin Xin. Flocking of second-order multi-agent systems with connectivity preservation based on algebraic connectivity estimation[J]. IEEE Transactions on Cybernetics, Accepted as Regular Paper.

Jie Chen, Xing Zhang, Bin Xin, Hao Fang. Coordination between unmanned aerial and ground vehicles: A taxonomy and optimization perspective[J]. IEEE Transactions on Cybernetics, 2016, 46(4): 959-972. (SCI收录, IDS号:DH4YH; 通信作者)  

Hao Fang, Bin Xin, Xing Zhang. Workspace-constrained optimal design of 3-PRS parallel manipulators with minimum parasitic motions by integrating interval analysis, region mapping and differential evolution[J]. Engineering Optimization, 2015, 47(3): 407-428. (SCI收录,IDS号:AY4DS; 通讯作者)

Xing Zhang, Jie Chen, Bin Xin. Path planning for unmanned aerial vehicles in surveillance tasks under wind fields[J]. Journal of Central South University, 2014, 21(8): 3079-3091. (SCI收录,IDS号:AN3DL; 通讯作者)

Xing Zhang, Jie Chen, Bin Xin. A memetic algorithm for path planning of curvature-constrained UAVs performing surveillance of multiple ground targets[J]. Chinese Journal of Aeronautics, 2014, 27(3): 622-633. (SCI收录,IDS号: AN8HL; 通讯作者)

Chunmei Zhang, Jie Chen, Bin Xin. Distributed memetic differential evolution with the synergy of Lamarckian and Baldwinian learning[J]. Applied Soft Computing, 2013,13(5): 2947-2959. (SCI收录, IDS号: 147XS; 通讯作者)

Guanghui Wang, Jie Chen, Tao Cai, Bin Xin. Decomposition-based multi-objective differential evolution particle swarm optimization for the design of a tubular permanent magnet linear synchronous motor[J]. Engineering Optimization, 2013, 45(9): 1107–1127. (SCI收录, IDS号: 204MH)

Chen Chen, Jie Chen, Bin Xin. Hybrid optimization of dynamic deployment for networked fire control system. Journal of Systems Engineering and Electronics, 2013, 24(6): 954-961. (SCI收录, IDS号: 287SJ)

Bin Xin, Jie Chen, Juan Zhang, Hao Fang, Zhihong Peng. Hybridizing differential evolution and particle swarm optimization to design powerful optimizers: a review and taxonomy[J]. IEEE Transactions on Systems, Man, and Cybernetics - Part C: Applications and Reviews, 2012, 42(5): 744-767. (SCI收录, IDS号: 993YJ)

Bin Xin, Jie Chen, Zhihong Peng, Lihua Dou, Juan Zhang. An efficient rule-based constructive heuristic to solve dynamic weapon-target assignment problem[J]. IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans, 2011, 41(3): 598–606. (SCI收录, IDS号: 754GQ)

Bin Xin, Jie Chen, Juan Zhang, Lihua Dou, Zhihong Peng. Efficient decision-makings for dynamic weapon-target assignment by virtual permutation and tabu search heuristics[J]. IEEE Transactions on Systems, Man, and Cybernetics - Part C: Applications and Reviews, 2010, 40(6): 649–662. (SCI收录, IDS号: 670SO)

Bin Xin, Jie Chen, Zhihong Peng, Feng Pan. An adaptive hybrid optimizer based on particle swarm and differential evolution for global optimization[J]. SCIENCE CHINA Information Sciences, 2010, 53(5): 980–989. (SCI收录, IDS号: 592YH)

Jie Chen, Bin Xin, Zhihong Peng, Feng Pan. Statistical learning makes the hybridization of particle swarm and differential evolution more efficient – a novel hybrid optimizer[J]. Science in China Series F: Information Sciences, 2009, 52(7): 1278–1282. (SCI收录, IDS号: 473FZ; 导师为第一作者, 本人为通讯作者)

Jie Chen, Bin Xin, Zhihong Peng, Lihua Dou, Juan Zhang. Evolutionary decision-makings for dynamic weapon-target assignment problem[J]. Science in China Series F: Information Sciences, 2009, 52(11): 2006–2018. (SCI收录, IDS号: 522XH; 导师为第一作者, 本人为通讯作者)

Jie Chen, Bin Xin, Zhihong Peng, Lihua Dou, Juan Zhang. Optimal contraction theorem for exploration-exploitation tradeoff in search and optimization[J]. IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans, 2009, 39(3): 680–691. (SCI收录, IDS号: 436TE; 导师为第一作者, 本人为通讯作者)

 

EI收录的文章

Lu Chen, Bin Xin, Jie Chen. TIEA: A tradeoff-based interactive multi-objective evolutionary algorithm. In: Proceedings of the 7th International Symposium on Computational Intelligence and Industrial Applications (ISCIIA 2016), Beijing, China, November 3-6, 2016. (EI Compendex: 20164903082581)  (Young Researcher Award)

Juan Li, Jie Chen, Bin Xin, Lihua Dou, Zhihong Peng. Solving the uncertain multi-objective multi-stage weapon-target assignment problem via MOEA/D-AWA[C]. Proceedings of the IEEE World Congress on Computational Intelligence, Vancouver, Canada, 24-29 July, 2016, 4934-4941. (EI Compendex: 20165203176270)

Bin Xin, Yang-Guang Zhu, Yu-Long Ding, Guan-Qiang Gao. Coordinated motion planning of multiple robots in multi-point dynamic aggregation task[C]. Proceedings of the 12th IEEE International Conference on Control and Automation (ICCA2016), June 1-3, Nepal, 2016, 933-938. (EI Compendex: 20163102669465)

丁舒忻, 陈晨, 辛斌, 陈杰. 火力单元部署优化问题的现状与进展[J]. 控制理论与应用, 2015, 32(12): 1569-1581. (EI Compendex: 20160801975618)// Shuxin Ding, Chen Chen, Bin Xin, Jie Chen. Status and progress in deployment optimization of firepower units[J]. Control Theory & Applications, 2015, 32(12): 1569-1581. (EI Compendex: 20160801975618)

Juan Li, Jie Chen, Bin Xin, Li Hua Dou. Solving multi-objective multi-stage weapon target assignment problem via adaptive NSGA-II and adaptive MOEA/D: a comparison study[C]. In: Proceedings of the IEEE Congress on Evolutionary Computation, May 25-28, 2015, Sendai, Japan: 3132-3139. (EI Compendex: 20161602267242)(通讯作者)

Juan Li, Jie Chen, Bin Xin. Efficiently solving multi-objective dynamic weapon-target assignment problems by NSGA-II[C]. In: Proceedings of the 34th Chinese Control Conference, July 28-30, 2015, Hangzhou, China: 2556-2561. (EI Compendex: 20154601539150) (通讯作者)

Zhenlu Sun, Bin Xin, Jie Chen. Optimal design of controllers based on libraries and differential evolution[C]. In: Proceedings of the 34th Chinese Control Conference, July 28-30, 2015, Hangzhou, China: 5599-5604. (EI Compendex: 20154601538694)(通讯作者)

Jie Zeng, Lihua Dou, Bin Xin. Cooperative salvo attack using guidance law of multiple missiles[J]. Journal of Advanced Computational Intelligence and Intelligent Informatics, 2015, 19(2):301-306. (EI Compendex: 20151400706566,通讯作者)

辛斌, 陈杰, 徐冬玲, 陈玉旺. 混合编码差分进化算法求解含邻域Dubins旅行商问题[J]. 控制理论与应用, 2014, 31(7): 941-954. (EI Compendex: 20143218048329)// Bin Xin, Jie Chen, Dong Ling Xu, Yu Wang Chen. Hybrid encoding based differential evolution algorithms for Dubins traveling salesman problem with neighborhood. Control Theory and Applications, 2014, 31(7): 941-954. (in Chinese) (EI Compendex: 20143218048329)

Shuxin Ding, Chen Chen, Jie Chen, Bin Xin. An improved particle swarm optimization deployment for wireless sensor networks[J]. Journal of Advanced Computational Intelligence and Intelligent Informatics, 2014, 18(2): 107–112. (EI Compendex: 20141317526596)

张春美, 陈杰, 辛斌. 参数适应性分布式差分进化算法[J]. 控制与决策, 2014, 29(4): 701-706. (EI Compendex: 20142117743999)//Zhang Chunmei, Chen Jie, Xin Bin. Distributed differential evolution algorithm with adaptive parameters. Control and Decision, 2014, 29(4): 701-706. (in Chinese) (EI Compendex: 20142117743999)

张春美, 陈杰, 辛斌. 武器目标分配问题的离散差分进化算法. 北京理工大学学报, 2014, 34(3): 289-293+321. (EI Compendex: 20142317791771)// Zhang Chunmei, Chen Jie, Xin Bin. A discrete differential evolution algorithm for the weapon target assignment problem. Transactions of Beijing Institute of Technology, 2014, 34(3): 289-293+321. (in Chinese) (EI Compendex: 20142317791771)

辛斌, 陈杰, 彭志红. 智能优化控制: 概述与展望[J]. 自动化学报, 2013, 39(11): 1831-1848. (EI Compendex: 20135017072923)

陈杰, 方浩, 辛斌, 邓方. 数字化陆用武器系统中的建模、优化与控制[J]. 自动化学报, 2013, 39(7): 943-962. (EI Compendex: 20133216588043)

张兴, 辛斌, 陈杰. 有风情况下基于差分进化算法的无人机监视路径规划[C]. 32届中国控制会议, 726-28日,2013,西安, 中国: 4220-4225.//Xing Zhang, Bin Xin, Jie Chen. Differential evolution based path planning for UAVs surveillance in wind[C]. In: Proceedings of the 2013 Chinese Control Conference, July 26-28, Xi’an, China, 2013: 4220-4225. (EI Compendex: 20135217122665)

Dong Li, Jie Chen, Bin Xin. A novel differential evolution algorithm with Gaussian mutation that balances exploration and exploitation[C]. In: Proceedings of the 2013 IEEE Symposium on Differential Evolution, April 16-19, Singapore, 2013: 18-24. (EI Compendex: 20134216855134)

Xing Zhang, Yong Qiang Bai, Bin Xin, Jie Chen. Differential evolution based receding horizon control for UAV motion planning in dynamic environments[J]. ROBOT, 2013, 35(1): 107-114. (EI Compendex: 20131016090269)

Bin Xin, Jie Chen. An estimation of distribution algorithm with efficient constructive repair/improvement operator for the dynamic weapon-target assignment[C]. Proceedings of the 2012 Chinese Control Conference. Hefei, China, July 25-27, 2012: 2346–2351. (EI Compendex: 20130716023818; 该论文获第18届关肇直奖)

辛斌, 白永强, 陈杰. 基于偏差消除最小二乘估计和Durbin方法的两阶段ARMAX参数辨识[J]. 自动化学报, 2012, 38(3): 491–496. (EI Compendex: 20122315093256)

Chunmei Zhang, Jie Chen, Bin Xin, Tao Cai, Chen Chen. Differential evolution with adaptive population size combining lifetime and extinction mechanisms[C]. Proceedings of the 8th Asian Control Conference. Taiwan, 15-18 May, 2011: 1221–1226. (EI Compendex: 20113514267879)

Xing Zhang, Jie Chen, Bin Xin, Hao Fang. Online path planning for UAV using an improved differential evolution algorithm[C]. Proceedings of the 18th World Congress of the International Federation of Automatic Control. Milan, Italy, 28 Aug.-2 Sept., 2011: 6349–6354. (EI Compendex: 20124015493547)

陈杰, 陈晨, 张娟, 辛斌. 基于Memetic算法的要地防空优化部署方法[J]. 自动化学报, 2010, 36(2): 242–248. (EI Compendex: 20101412827504)

Bin Xin, Jie Chen. A theorem for relationship between the MA process and its inversion for ARMAX identification[C]. Proceedings of the 29th Chinese Control Conference. 28-31 July, 2010, Beijing, China: 1212–1216. (EI Compendex: 20105113504282)

Bin Xin, Jie Chen, Feng Pan. Problem difficulty analysis for particle swarm optimization: deception and modality[C]. Proceedings of the 1st ACM/SIGEVO Summit on Genetic and Evolutionary Computation (GEC09). Shanghai, China, 12-14 June, 2009: 623–630. (EI Compendex: 20093012219545)

潘峰, 陈杰, 辛斌, 张娟. 粒子群优化方法若干特性分析[J]. 自动化学报, 2009, 35(7): 1010–1016. (EI Compendex: 20093212244583)

辛斌, 陈杰, 窦丽华, 彭志红. 基于互补变异算子的自适应差分进化算法[J]. 东南大学学报(自然科学版), 2009, 39(sup): 10–15. (EI Compendex: 20094912531469)

辛斌, 陈杰, 窦丽华, 彭志红. 群搜索优化中基于分布熵的多样性控制[J]. 模式识别与人工智能, 2009, 22(3): 374–380. (EI Compendex: 20093212244632)

Bin Xin, Jie Chen, Lihua Dou, Zhihong Peng. Group behaviour control based on aggregation and dilation[C]. Proceedings of the 17th World Congress of the International Federation of Automatic Control. Seoul, Korea, 6-11 July, 2008: 6072–6077. (EI Compendex: 20094012355198)

刘航, 窦丽华, 辛斌, 董领逊. 基于改进单亲遗传算法的被动传感器数据关联[J]. 控制与决策, 2008, 23(4): 464–467. (EI Compendex: 20082211286180)

窦丽华, 刘航, 陈杰, 辛斌. 无源定位系统的多目标数据关联算法[J]. 兵工学报, 2008, 29(2): 217–220. (EI Compendex: 20081711222992)

辛斌, 陈杰, 彭志红. 基于递增分辨率的函数优化问题求解[J]. 北京理工大学学报, 2007, 27(Sup): 131–134. (EI Compendex: 20081611206583)

 

其他文章

 Jie Zeng, Lihua Dou, Bin Xin. Guidance Law of Multiple Missiles Engaged in Cooperative Salvo Attack. Proceedings of the Joint International Conference of ITCA2014&ISCIIA2014, September 15-20, Changsha, China, 2014: 90-94. [后被JACIII录用] (EI Compendex: 20161502241641)

辛斌, 陈杰. 粒子群优化与差分进化混合算法的综述与分类[J]. 系统科学与数学, 2011, 31(9): 1130–1150.

陈杰, 辛斌, 窦丽华. 关于智能优化算法的集聚性与弥散性问题[J]. 智能系统学报, 2007, 2(2): 48–56.

Jie Chen, Bin Xin, Lihua Dou. Convergence and dispersion in intelligent optimizers[C]. Proceedings of the 25th Chinese Control Conference. Harbin, China, 2006: 1849–1853. (Web of Science收录)

陈伟, 陈杰, 辛斌. 求解面向进攻的武器-目标分配问题的蚁群算法[J]. 火力与指挥控制, 2012, 37(4): 37–41.

 

学术与科研获奖

论文“Lu Chen, Bin Xin, Jie Chen. TIEA: A tradeoff-based interactive multi-objective evolutionary algorithm. In: Proceedings of the 7th International Symposium on Computational Intelligence and Industrial Applications (ISCIIA 2016), Beijing, China, November 3-6, 2016.” (EI Compendex: 20164903082581,通讯作者)获ISCIIA2016国际会议Young Researcher Award

论文“Bin Xin, Jie Chen. An estimation of distribution algorithm with efficient constructive repair/improvement operator for the dynamic weapon-target assignment[C]. Proceedings of the 2012 Chinese Control Conference. Hefei, China, 2012: 2346–2351.”获第18届关肇直奖

博士学位论文2014年获评为第一届“中国自动化学会优秀博士学位论文”

博士学位论文2013年获评为“北京市优秀博士学位论文”

项目《分布式协同控制的智能优化与稳定性》2013年获教育部高等学校科学研究优秀成果奖(科学技术)一等奖(本人排名第4)

 “XXX系统总体优化设计与目标跟踪系统”,获国防科学技术进步二等奖(排名第9),2007年12月

“某快速检测与自动校正系统”,获国防科技进步二等奖(排名第5),2012年12月

“某网络化信息处理、优化与控制技术”,获国防科技进步二等奖(排名第3),2013年12月

“一类指挥系统的XXX技术”,获国防科技进步二等奖(排名第9),2015年12月

 

主持科研项目

 “面向网络中心战的动态火力分配问题研究”(61304215),2014年1月-2016年12月,国家自然科学基金青年科学基金 (负责人)

 “面向不确定条件下网络化作战的火力指挥系统研究”(20131101120033),2014年1月-2016年12月,高等学校博士点学科专项科研基金 (负责人)

 “陆用多智能体协同的分布式指挥控制与人为干预研究”(XXXXXX02),2014.1-2017.1,973项目专题(专题负责人)    

 “面向多点动态集结任务的空地无人化移动平台分布式协同规划方法研究”(61673058),2017年1月-2020年12月,国家自然科学基金面上项目(负责人)

 

其他:

2016 IEEE Transactions on Cybernetics Outstanding Reviewer