模式识别与智能系统研究所
姓 名: | 辛斌 | 性别: | 男 | 出生年月: | 1982.1 |
职 称: | 教授 | 职务: | 支部书记 | 最高学历: | 博士研究生 |
学科方向: | 模式识别与智能系统 | ||||
人才计划: | 国家级青年人才 | 办公地点: | 科技园6#909 | ||
电子邮件: | brucebin@bit.edu.cn | 联系方式: | |||
通讯地址: | 威尼斯登录入口官网模式识别与智能系统研究所 | ||||
导师类型: | 博士生导师 |
教育与工作经历
2000年-2004年:威尼斯登录入口官网,信息工程专业,本科
2004年-2012年:威尼斯登录入口官网,模式识别与智能系统专业,硕博连读
2011年-2012年,赴英国曼彻斯特大学交流访问一年
2012年7月-2015年7月:威尼斯登录入口官网,讲师。
2015年7月-2018年7月:威尼斯登录入口官网,副教授。
2017年1月-至今:博士生导师。
2018年8月至今:威尼斯登录入口官网,教授。
研究方向
1. 多智能体系统与多机器人系统协同控制
2. 智能优化与决策
3. 智能控制
近5年承担的科研项目
1. 多系统协同的智能优化,国家自然科学基金优秀青年基金,2019.1-2021.12
2. 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,国家自然科学基金面上项目, 2017.1-2020.12
3. 五金制造多工艺多机器人协作柔性技术研究,国家重点研发计划课题,科技部,2019.6-2022.5
4. 智能规划与决策技术,部级项目,2019.1-2021.12
5. 有人/无人系统协同技术,部级项目,2018.1-2020.12
6. 分布式探测引导系统技术,部级项目,2016.1-2020.12
代表性学术论文
1. Yulong Ding, Bin Xin*, Lihua Dou, Jie Chen, Ben M Chen. A Memetic Algorithm for Curvature-Constrained Path Planning of Messenger UAV in Air-Ground Coordination. IEEE Transactions on Automation Science and Engineering, 2021, DOI: 10.1109/TASE.2021.3135044
2. Bin Xin*, Yipeng Wang, Wenchao Xue, Tao Cai*, Zhun Fan, Jiaoyang Zhan, Jie Chen. Evolution of Controllers under a Generalized Structure Encoding/Decoding Scheme with Application to Magnetic Levitation System. IEEE Transactions on Industrial Electronics, 2021, DOI:10.1109/TIE.2021.3114700
3. Yipeng Wang, Bin Xin*, Jie Chen. An adaptive memetic algorithm for the joint allocation of heterogeneous stochastic resources. IEEE Transactions on Cybernetics, 2021. doi: 10.1109/TCYB.2021.3087363.
4. Guanqiang Gao, Yi Mei, Ya-Hui Jia, Will N Browne, Bin Xin*. Adaptive Coordination Ant Colony Optimization for Multipoint Dynamic Aggregation[J]. IEEE Transactions on Cybernetics, 2020, early access, Doi: 10.1109/tcyb.2020.3042511.
5. Guanqiang Gao, Yi Mei, Bin Xin*, Ya-Hui Jia, Will N Browne. Automated Coordination Strategy Design using Genetic Programming for Dynamic Multi- Point Dynamic Aggregation[J]. IEEE Transactions on Cybernetics, 2021, early access, Doi:10.1109/TCYB.2021.3080044.
6. Juan Li, Bin Xin*, Jie Chen, Ling Wang. S-CoEA: Subproblems Co-solving Evolutionary Algorithm for Uncertain Optimization. IEEE Transactions on Cybernetics, early access, Doi: 10.1109/TCYB.2021.3064556
7. Lu Chen, Bin Xin*, Jie Chen. Interactive multiobjective evolutionary algorithm based on decomposition and compression[J]. Science China-Information Sciences, 2021, 64 (10): 202201.
8. Jie Chen, Yulong Ding, Bin Xin*, Qingkai Yang, Hao Fang. A unifying framework for human-Agent collaborative systems–part I: element and relation analysis[J]. IEEE Transactions on Cybernetics, 2021, 52(1):138-151.
9. Juan Li, Bin Xin*, Panos M. Pardalos, Jie Chen. Solving bi-objective uncertain stochastic resource allocation problems by the CVaR-based risk measure and decomposition-based multi-objective evolutionary algorithms. Annals of Operations Research, 2021, 296(1-2):639-666.
10. Hao Zhang, Lihua Dou, Bin Xin*, Jie Chen, Minggang Gan, Yulong Ding. Data Collection Task Planning of a Fixed-Wing Unmanned Aerial Vehicle in Forest Fire Monitoring[J]. IEEE ACCESS, 2021, 9: 109847-109864.
11. Hao Zhang, Bin Xin*, Lihua Dou, Jie Chen, Kaoru Hirota. A review of cooperative path planning of an unmanned aerial vehicle group[J]. Frontiers of Information Technology & Electronic Engineering, 2020, 21 (12):1671-1694
12. Juan Li, Bin Xin*, Jie Chen*, Panos M. Pardalos. Noise-Tolerant Techniques for Decomposition-Based Multiobjective Evolutionary Algorithms. IEEE Transactions on Cybernetics, 2020, 50(5): 2274-2287.
13. Miao Guo, Bin Xin*, Jie Chen, Yipeng Wang. Multi-agent Coalition Formation by An Efficient Genetic Algorithm with Heuristic Initialization and Repair Strategy. Swarm and Evolutionary Computation, 2020, 55: 100686.
14. Yulong Ding, Bin Xin*, Jie Chen. Curvature-constrained path elongation with expected length for Dubins vehicle[J]. Automatica, 2019, 108: 108495.
15. Bin Xin*, Yipeng Wang, Jie Chen. An Efficient Marginal-Return-Based Constructive Heuristic to Solve the Sensor-Weapon-Target Assignment Problem. IEEE Transactions on Systems, Man, and Cybernetics: Systems, 2019, 49(12): 2536-2547.
16. Guan-Qiang Gao, Bin Xin*. A-STC: auction-based spanning tree coverage algorithm for motion planning of cooperative robots. Frontiers of Information Technology & Electronic Engineering, 2019, 20(1): 18-31.
17. Juan Li, Panos M Pardalos, Bin Xin*, Jie Chen. The Bi-objective Critical Node Detection Problem with Minimum Pairwise Connectivity and Cost: Theory and Algorithms. Soft Computing, 2019, 23(23): 12729-12744.
18. Bin Xin*, Lu Chen, Jie Chen, Hisao Ishibuchi, Kaoru Hirota, Bo Liu. Interactive Multiobjective Optimization: A Review of the State-of-the-Art. IEEE Access, 2018, 6(1): 41256-41279.
19. Jie Zeng, Lihua Dou, Bin Xin*. Multi-objective cooperative salvo attack against group target. Journal of Systems Science and Complexity, 2018, 31(1): 244-261.
20. Yulong Ding, Bin Xin*, Jie Chen, Qingkai Yang, Hao Fang. A unifying framework for human-agent collaborative systems–part II: design procedure and application. IEEE Transactions on Cybernetics, 2021, Accept. DOI: 10.1109/TCYB.2021.3086073
21. Jie Zeng, Lihua Dou, Bin Xin*. A Joint Mid-course and Terminal Course Cooperative Guidance Law for Multi-Missile Salvo Attack. Chinese Journal of Aeronautics, 2018, 31(6): 1311-1326.
22. Jie Chen, Juan Li, Bin Xin*. DMOEA-εC: decomposition-based multiobjective evolutionary algorithm with the ε-constraint framework[J]. IEEE Transactions on Evolutionary Computation, 2017, 27(5): 714-730.
23. 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.
24. 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.
25. 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.
专著
1. Juan Li, Bin Xin, Jie Chen. Decomposition-based evolutionary optimization in complex environments. World Scientific, August 2020.
2. 辛斌,陈杰,著. 《面向复杂优化问题求解的智能优化方法》. 威尼斯登录入口官网出版社,2017年11月.
3. 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.
科研获奖
[1] 多平台自组织协同控制技术,国防技术发明一等奖,2020年12月
[2] 分布式协同控制的智能优化与稳定性,教育部高等学校科学研究优秀成果奖(科学技术)一等奖,2014年1月
[3] 快速检测与自动校正系统,国防科技进步二等奖,2012年12月
[4] 网络化信息处理、优化与控制技术,国防科技进步二等奖,2013年12月
[5] 一类指挥系统的抗扰定位及实时显示技术,国防科技进步二等奖,2015年12月
[6] 系统总体优化设计与目标跟踪系统,国防科学技术进步二等奖,2007年12月
教学成果、出版教材及教学成果
指导学生科技创新获奖限填5项(近五年代表性奖项)
《智能控制基础》,本科生课程
讲授课程
1. 本科生课程《智能控制基础》,40学时
2. 研究生课程《多智能体协同与控制》,32学时
学术兼职
1. 北京自动化学会常务理事。
2. 中国仿真学会智能仿真优化与调度专委会常务委员。
3. 国际期刊《Unmanned Systems》、《Journal of Systems Science and Complexity》、《Advanced Control for Applications》、《Journal of Advanced Computational Intelligence and Intelligent Informatics》编委。