English

当前位置: 教师介绍 — 李智勇
李智勇   
教师介绍
无照片
李智勇
李智勇,湖南长沙人,工学博士,教授、博士生导师。1996年国防科学技术大学系统工程专业硕士毕业,2004年湖南大学控制理论与控制工程专业博士毕业,2006年-2007年于德国Dortmund大学从事计算机科学与技术专业博士后研究,2015年于美国麻省大学Lowell分校进行学术访问。2014年入选湖南省普通高校学科带头人培养对象。

通信地址:湖南省长沙市岳麓区麓山南路2号,湖南大学信息科学与工程学院(410082)
Email:zhiyong.li(at)hnu.edu.cn
中文名: 李智勇
英文名:
学历:
职称: 教授
所属机构:
 计算机工程系
快速导航: 研究兴趣 主讲课程 近期科研项目 近期代表性学术成果 学术论文(2013年以前) 主要获奖情况
返回顶部 研究兴趣

智能优化算法及应用,云计算与大数据分析,模式识别与机器视觉,嵌入式计算与智能系统


返回顶部 主讲课程

本科生课程:机器智能,模式识别

研究生课程:机器学习与大数据分析

留学生课程:Advanced Artificial Intelligence


国家精品视频公开课:从自然世界到智能时代  (教育部视频公开课网址)(网易公开课网址

中国大学MOOC(慕课) 从自然世界到智能时代 

 

返回顶部 近期科研项目

1. 国家自然科学基金面上项目(No.61672215):面向大数据分析系统的任务调度优化方法研究,2017,1 ~ 2020,12 主持

2. 企业合作项目:华阳ADAS技术与系统(一期),2016,6 ~ 2017,12 主持

3. 国家自然科学基金重大研究计划培育项目(No.9132013):基于蛙眼视觉模型的运动目标检测、跟踪及交通场景分析方法研究,2014,1 ~ 2015,12 主持

4. 国家军工预研项目:******,2013,1 ~ 2015,12 主持

5. 国家自然科学基金面上项目(No.61173107):面向动态多目标优化的量子Memetic计算策略与算法研究,2012,1 ~ 2015,12 主持

6. 广东省产学研结合重大专项(No.2012-391):基于北斗/GPS智能车载信息终端关键技术研究与产业化,2012,1 ~ 2014,12 主持

7. 湖南省自然科学基金项目(No.10JJ5068):无人驾驶车辆协同感知机制及关键技术研究,2010,1 ~ 2012,12 主持   

8. 中央高校基本科研业务费专项资金项目:面向无人驾驶决策的量子进化神经网络优化算法研究,2010,1 ~ 2011,12 主持

9. 教育部留学归国人员基金(No.2009-1001):量子进化多目标优化算法及在多机器人联盟优化中的应用研究,2009,9 ~ 2011,9 主持

 

返回顶部 近期代表性学术成果

2017年:

1. Zhiyong Li, Song Gao, Ke Nai. Robust object tracking based on adaptive templates matching via the
fusion of multiple features. Journal of Visual Communication and Image Representation. 44(2017): 1-20 (SCI-三区, CCF-C类)

2.Mourad Nouioua and Zhiyong Li. Using Differential Evolution Strategies in Chemical Reaction Optimization for Global Optimization. Applied Intelligence. Accpted for Press. (SCI, CCF-C类)

3. 李智勇,黄滔,陈少淼,李仁发. 约束优化进化算法综述. 软件学报. DOI:10.13328/j.cnki.jos.005259. (EI)


2016年:

1. Bo Yang, Zhiyong Li, Shaomiao Chen, Tao Wang, Keqin Li. Stackelberg game approach for energy-aware resource allocation in data center. IEEE Transactions on Parallel and Distributed Computing. 2016,Vol.27(12): 3646-3658 (SCI-二区, CCF-A类)

2. Hamdi Ahmed Rajeh, Zhiyong Li, Abdullah Mohammed Ayedh. A Novel Approach by Injecting CCG Supertags into an Arabic–English Factored Translation Machine. Arabian Journal for Science and Engineering. 2016, Vol.41(8):3071-3080 (SCI)

3. Zhiyong Li, Dongming Wang, Ke Nai,Tong Shen and Ying Zeng. Robust Object Tracking via Weight-based Local Sparse Appearance Model. ICNC-FSKD 2016, (EI)

4. Zhiyong Li, Song Gao, Ke Nai and Ying Zeng. Robust Object Tracking Based on TimedMotion History Image With Multi-feature Adaptive Fusion. ICNC-FSKD 2016, (EI)

5. Yuandan Li, Shiwen Zhang, Zhiyong Li. A Multi-objective Evolutionary Algorithm Based on Mixed Game Strategy. ICNC-FSKD 2016, (EI)

6. 李智勇, 陈少淼, 杨波, 李仁发. 异构云环境多目标Memetic优化任务调度方法. 计算机学报, 2016,39(2): 377-390. (EI)

7. 周润物, 李智勇, 陈少淼, 陈京, 李仁发. 面向大数据处理的并行优化抽样聚类K-means算法. 计算机应用, 2016, 36(2): 311-315,329


2015年:

1. Shaomiao Chen, Zhiyong Li, Bo Yang, Günter Rudolph. Quantum-inspired Hyper-heuristics for Energy-aware Scheduling on Heterogeneous Computing Systems. IEEE Transactions on Parallel and Distributed Systems. 2016, Vol.27(6): 3646-3658 (SCI-二区, CCF-A类)

2. Zhiyong Li, Tien Trong Nguyen. A Hybrid Algorithm Based On Particle Swarm and Chemical Reaction Optimization for Multi-object Problems. Applied Soft Computing.2015,35(C): 525-540 (SCI-二区)

3. Zhiyong Li, Weiyou Wang, Yanyan Yan, ZhengLi. PS–ABC:A hybrid algorithm based on particle swarm and artificial bee colony forhigh-dimensional optimization problems. Expert Systems with Applications. 2015,42(22): 8881-8895 (SCI-二区)

4. Zhiyong Li, Zheng Li,  Tien Trong Nguyen, Shaomiao Chen. Orthogonal chemical reaction optimization algorithm for global numerical optimization problems. Expert Systems with  Applications. 42(2015):3242-3252 (SCI-二区)

5. Zhiyong Li, Shuang He, Mervat Hashem. Robust object tracking via multi-feature adaptive fusion based on stability: contrastanalysis. The Visual Computer, 2015,31(10):1319-1337  (SCI-三区,CCF-C类)

6. Saad Hameed Abid, Zhiyong Li, Renfa Li, Jumana Waleed. Anaglyph Video Smell Presentation Using Micro-Porous Piezoelectric Film Olfactory Display. Displays, 2015, 39:55-67 (SCI-三区)

7. Ransikarn Ngambusabongsopa,Zhiyong Li, Esraa Eldesouky. A Hybrid Mutation Chemical Reaction Optimization Algorithm for Global Numerical Optimization. Mathematical Problems in Engineering. 2015, 2015(5):1-17 (SCI-三区)

8. 李智勇, 何霜, 刘俊敏, 李仁发. 基于蛙眼R3细胞感受野模型的运动滤波方法. 自动化学报. 41(5): 981-990 (EI)

9. 张世文, 李智勇, 林亚平. 基于生态种群捕获竞争模型的多目标Memetic优化算法. 电子学报. 2015(8):1488-1498 (EI)

10. 李智勇, 余小萍, 姜真, 李仁发.基于蛙眼检测模型的目标双阈值判定跟踪方. 电子测量与仪器学报. 29(2), pp:187-195 (EI)


2014年:

1. Tien Trong Nguyen, Zhiyong Li, Shiwen Zhang, Tung Khac Truong. A hybrid algorithm based onp article swarm and chemical reaction optimization. Expert Systems with Applications. Vol 41(5),April 2014, P.2134-2143 (SCI) (SCI-二区)

2. Zhiyong Li,Xiaoping Yu, Pengfei Li. Moving object tracking based on multi-independent features distribution fields with comprehensive spatial feature similarity. The Visual Computer, 2014, 31(12):1-19  (SCI-三区,CCF-C类)

3. Ahmed Sallam, KenliLi, Aijia Ouyang, Zhiyong Li. Proactive workload management in dynamic virtualized environments. Journal of Computer and System Sciences. 80(2014) 1504–1517  (SCI-三区)

4. 张世文, 李智勇, 陈少淼, 李仁发.基于生态策略的动态多目标优化算法. 计算机研究与发展. Vol.51(6),2014 (EI)

5. Zhiyong Li,Hengyong Chen,Zhaoxin Xie, Chao Chen and Ahmed Sallam. Dynamic Multi-objective Optimization Algorithm Based on Average Distance Linear Prediction Model. The Scientific World Journal. Feb.2014 (SCI-三区)

6. Zhiyong Li,Pengfei Li, Xiaoping Yu and Mervat Hashem. Real-Time Tracking by Double Templates Matching Based On Timed Motion History Image with HSV Feature. The Scientific World Journal. Feb. 2014 (SCI-三区)

7. 任长安, 李智勇, 罗庆云, 陈利平. 融合目标空间分割的网格任务调度算法. 控制工程. May 2014, Vol.21(3), pp: 441-445

返回顶部 学术论文(2013年以前)

1. Jiyao An, Zhiyong Li and Xiaomei Wang. A novel approach todelay-fractional-dependent stability criterion for linear systems with intervaldelay. ISA transactions. 53(2013) P.210-219 (SCI)

2. Noor. Hussein, Mervat Hashem, Zhiyong Li. Security Migration Requirements: FromLegacy System to Cloud and From Cloud to Cloud. The 2013 2nd International Symposium on Computer, Communication, Control and Automation(3CA), 2013,December (EI)

3. Zhiyong Li, Junmin Liu, Zhen Jiang, Shuang He. A Novel Active Contour Model for Object Tracking Based on Frog Visual Characteristics. International Journal of Advancements in Computing Technology, Vol.5(8), April 2013

4. Zhiyong Li, Zhen Jiang, Ahmed Sallam, Junmin Liu. A Novel Method for Moving Objects Detection Inspired by Frog's Visual Characteristics. International Journalof Control and Automation. April 2013 (EI)

5. Zhiyong Li, Junmin Liu, Weicheng Tao. A Novel Relational Database Watermarking Algorithm Based on Clustering and Polar Angle Expansion. International Journal of Security and Its Applications. March 2013 (EI)

6. Zhiyong Li, Zhen Jiang, Junmin Liu. A New Method of Motion Detection with Biological Intelligence. International Journal of Signal Processing, Image Przcessing and Pattern Recognition, 2012,5(2) (EI)

7. Zhiyong Li, Sedeka M.Shamy. A Novell Security Framework for Web Application and Database. International Journal of Digital Content Technology and its Applications. 2011,5(10) (EI)

8. Zhiyong Li, Esraa Mohammed. Cluster Formation basedon Improved Many Optimizing Liaisons Optimization Algorithm in Wireless Sensor Networks. International Journal of Advancements in Computing Technology, 2011,3(5) (EI)

9. Zhiyong Li, Ransikarn Ngambusabongsopa. A Novel Diversity Guided Particle Swarm Multi-objective Optimization Algorithm.International Journal of DigitalContent Technology and its Application. 2011,5(1) (EI)

10. AhmedSallam, Zhiyong Li. Web Services Supervision System Based on JADE. International Journal of Digital Content Technology and its Applications. 2010,4(7)(EI)

11. Zhiyong Li, Dong Chen. Novel Multi-objective Genetic Algorithm Based on Static Bayesian Game Strategy. Lecture Notes in Computer Science (ICSI2010)2010,6145(1) (EI/ISTP )

12. Zhiyong Li, Chao Chen. Novel Objective-Space-Dividing Multi-objectives Evolutionary Algorithm and Its Convergence Property. BIC-TA(2010) (EI/ISTP)

13. Zhiyong Li, Houfu Li. A Hybrid Strategy Based onNiche Genetic Algorithm and Tabu Search and Its Convergence Property. BIC-TA(2010) (EI/ISTP )

14. 李智勇, 陈友文. 一种融入小生境技术的遗传禁忌算法.湖南大学学报(自然科学版). 2010,37(4) (EI)

15. Zhiyong Li, Günter Rudolph. Convergence Performance Comparison of Quantum-inspired Multi-Objective Evolutionary Algorithms. Computers and Mathematics Application. 2009.1 (SCI/EI)

16. Zhiyong Li, Yong Wang. The Cloud-based Framework for Ant Colony Optimization. World Summit on Genetic and evolutionary Computation (GEC 09) (EI/ISTP )

17. Zhiyong Li, Songbin Liu. Multi-Objective Particle Swarm Optimization Algorithm Based on Game Strategies. World Summit on Genetic and evolutionary Computation(GEC 09) (EI/ISTP)

18. Zhiyong Li, Bo Xu. Quantum Evolutionary Algorithm on Multi-Robot Coalition Formation. World Summit on Genetic and evolutionary Computation(GEC 09) (EI/ISTP)

19. Zhiyong Li, Wei Zhou. Quantum Multi-Objective Evolutionary Algorithm with Particle Swarm Optimization Method. Proceeding of 4th International conferenceon national computation. 2008,9(EI/ISTP)

20. Zhiyong Li, Günter Rudolph. On the Convergence Properties of Quantum-Inspired Multi-Objective Evolutionary Algorithms. Communication in Computer andInformationScience. Vol.2, 245-255

21. Zhiyong Li, Xilu Zhu. Simulated Annealing Parallel Genetic Algorithm Based onBuilding Blocks Migration. LNCS. Vol. 4490,1183-1185, (EI)

22. Zhiyong Li, Günter Rudolph. Quantum-inspired Multi-Objective Evolutionary Algorithms with Hε-Gate and Nε-Gate. Second International Conference on Bio-inspired Computing: Theories and Applications Pre-Proceeding. September,2007. Zhengzhou,China (EI/ISTP)

23. Zhiyong Li, Günter Rudolph. A Framework of Quantum-inspired Multi-Objective Evolutionary Algorithms and its Convergence Condition. Proceedings of the Genetic and Evolutionary Computation Conference(GECCO2007). July, 2007. London, UK (EI/ISTP)

23. ZhiyongLi, Günter Rudolph. A Frameworkof Quantum-inspired Multi-Objective Evolutionary Algorithms and its Convergence Condition. Proceedings of the Genetic and Evolutionary Computation Conference(GECCO-2007). July, 2007.London, UK (EI/ISTP)

24. 王雷, 林亚平, 李智勇. 一类特殊整数规划问题的DNA计算. 计算机研究与发展. 2005,42(8) (EI)

25. 李智勇, 童调生. 神经网络并行进化设计及其在短期电力负荷预测中的应. 仪器仪表学报. 2005,26(1) (EI)

26. 李智勇, 童调生. 基于多种群进化小生境遗传算法的神经网络进化设计方法研究.控制与决策. 2003,18(5) (EI)

27. 李智勇, 童调生. 基于多物种进化遗传算法的神经网络进化设计方法.系统仿真学报. 2003,15(6) (EI)


返回顶部 主要获奖情况

1)2015年2月,获得湖南大学“我心目中最敬爱的老师”称号

2)2014年10月,获得中国“2014中国机器人大赛暨RoboCup公开赛”中型组一等奖

3)2013年10月,获得中国“2013中国机器人大赛暨RoboCup公开赛”中型组二等奖

4)2009年6月,获得国家自然科学基金委主办中国“智能车未来挑战”比赛冠军

5)2005年9月,获得湖南大学“优秀教师”称号

友情链接