• Chinese Version
  • Haibin DUAN

    person photo
    Ph.D., SMIEEE, Associate Professor, Ph.D. Supervisor
    National Key Lab of Science and Technology on Aircraft Control
    School of Automation Science and Electrical Engineering
    Beihang University (BUAA), No. 37, Xueyuan Road, Haidian District
    Beijing, 100191, P. R. China
    Tel: +86-10-8231-7318
    Fax: +86-10-8231-7305
    Email: hbduan [at] buaa [dot] edu [dot] cn
    Office: Room E709, New Main Building, Beihang University
    GPS: 39°58'41.68"N    16°20'39.45"E

     

    Haibin DUAN (M'07-SM'08) is currently an associate professor(2007.7~) and Ph.D. supervisor(2009.7~) with Beihang University ( BUAA ), he is also the deputy secretary of CPC committee(2011.10~) and assistant dean (2010.9~) with the School of Automation Science and Electrical Engineering, Beihang University. He received his Ph.D. degree from Nanjing University of Aeronautics and Astronautics ( NUAA ) in 2005. He was an academic visitor of National University of Singapore ( NUS )(2007), a senior visiting scholar of the University of Suwon ( USW )(2011),an engineer of Shenyang Aircraft Design Research Institute of AVIC (2006.2~2006.8), and a technician of China Aviation Motor Control System Institute (1996.7~2000.8). He is the Founder and Editor-in-chief of " International Journal of Intelligent Computing and Cybernetics"(IJICC).

  • RESEARCH    INTERESTS

    Bio-inspired computing theory and applications
    Multiple UAVs cooperative control and intelligent decision
    Advanced intelligent flight control and guidance
    Bio-inspired computer vision and pattern recognition

    RESEARCH    FOUNDATIONS

    Current

    National Natural Science Foundation of China (Granted Number: 60975072)(PI) (2010.1~2012.12)
    National High Technology Research and Development Program of China (Granted Number: 2011AA801XXXXX)(PI)(2011.10~2012.9)
    Program for New Century Excellent Talents in University of China (Granted Number: NCET-10-0021)(PI)(2010.1~2012.12)
    Pre-research Foundation of the PLA General Armament Department,China(Granted Number: 9140A250XXXXXXXXXX)(PI)(2011.1~2012.12)
    Aeronautical Science Foundation of China (Granted Number: 20115151019)(PI)(2011.10~2013.9)
    Opening Foundation of the Key Laboratory for Information Processing Technology of Jiangsu Province(Granted Number: KJS1020)(PI) (2010.1~2011.12)

    Completed (Selected)

    National Natural Science Foundation of China (Granted Number: 60604009): "Study of Some Issues on Ant Colony Algorithm and Its Application in Mission Planning for Cooperative UCAVs". (260,000RMB, PI)(2007.1~2009.12)
    National Natural Science Foundation of China (Granted Number: 60810306021): "Asia Simulation Conference 2008/the 7th International Conference on System Simulation and Scientific Computing(ICSC'2008)". (40,000RMB, PI) (2008.4~2008.12)
    National High Technology Research and Development Program of China (Granted Number: 2010AA801XXXXX):"Biologically computer vision for image guidance". (200,000RMB, PI) (2010.8~2011.9)
    National High Technology Research and Development Program of China (Granted Number: 2009AA801XXXXX): "Computer vision for automatic homing Image guidance". (150,000RMB, PI) (2009.10~2010.9)
    National High Technology Research and Development Program of China (Granted Number: 2010AA702XXXXX):"Health management system for supersonic vehicle". (50,000RMB, Investigator) (2011.3~2011.9)
    Aeronautical Science Foundation of China (Granted Number: 2006ZC51039): "Ant Colony Optimization Based Multi Flying Robots Path Planning/Re-planning Techniques". (80,000RMB, PI) (2006.10~2008.9)
    Aeronautical Science Foundation of China (Granted Number: 2008ZC01006):"Automatic Refueling of UAV based on computer vision". (140,000RMB,Investigator) (2008.9~2010.10)
    Pre-research Foundation of the PLA General Armament Department,China:"Visual Attention Mechanism and Its Applications". (100,000RMB, Investigator)(2011.1~2011.12)
    Beijing NOVA Program of China(Granted Number: 2007A017):"Multiple UAVs cooperative control". (80,000RMB, PI) (2007.10~2010.10)
    Opening Foundation of State Key Laboratory of Virtual Reality Technology and Systems:"Three dimension figure reconstruction based on multiple cameras". (180,000RMB, PI)(2009.6~2010.12)
    Opening Foundation of the Key Laboratory for Information Processing Technology of Jiangsu Province(Granted Number: KJS0821): "Computer Vision Matching Techniques Based on Ant Colony Optimization". (30,000RMB, PI) (2007.12~2009.10)
    Fundamental Research Funds for the Central Universities-"Linghang" Foundation of Beihang Univeristy (Granted Number: YWF-10-01-A18): "Nonlinear Adaptive Control of Supersonic Flight Vehicle".(180,000RMB, PI)(2010.1~2010.12)
    Fundamental Research Funds for the Central Universities-"Weishi" Young Teachers Talent Cultivation Foundation(Granted Number: YWF-11-03-Q-012):"Game Theory and Its Applications in UAV".(100,000RMB, PI)(2011.1~2011.12)
    Science Publishing Foundation of China (Granted Number: 2009-056): "Multiple UAVs Cooperative Control Based on Swarm Intelligence". (15,000RMB, PI) (2009.10~2011.7)
    "New Star of Blue Sky" Program of Beihang University.(80,000RMB, PI)(2009.1~2010.12)
    "New Talent of Blue Sky" Program of Beihang University.(50,000RMB,PI) (2007.1~2009.12)
    Graduate Education and Development Research Foundation of Beihang University: "Research on Graduate Innovative Ability".(20,000RMB, PI)(2009. 11~2010.10)
    Undergraduate Teaching Research and Practice Foundation of Beihang University(Granted Number: 400398): "Practice and Research on Establishing Mode for Scientific Researching Innovation Group of Undergraduate".(8,000RMB, PI) (2009.06~2011.05)
    Undergraduate Teaching Research and Practice Foundation of Beihang University(Granted Number: 400348): "Scientific Research Practice Innovation Model for Higher Grade Undergraduate".(5,000RMB, PI) (2007.06~2009.05)
  • EDITORIAL   SERVICE

    Editor-in-Chief of International Journal of Intelligent Computing and Cybernetics (IJICC)
    Associate Editor of International Journal of Automation and Control(IJAAC)
    Guest Editor of Special Issue on "Meta-heuristic intelligence based image processing" of Pattern Recognition Letters(PRL)
    Guest Editor of Special Issue on "Bio-inspired Computation in Robotics" of Transactions of the Institute of Measurement and Control (TIMC)
    Editorial Board Member of International Journal of Swarm Intelligence Research (IJSIR)
    Editorial Board Member of CAAI Transactions on Intelligent Systems (CAAI TIS)
    Editorial Board Member of Journal of System Simulation (JSS)

    SOCIETY    ACTIVITIES

    Senior Member(2008.1~) of Institute of Electrical and Electronics Engineers (IEEE)
    Committee Member(2005.7~) of Guidance, Navigation and Control(GNC) Sub-society of Chinese Society of Aeronautics and Astronautics (CSAA)
    Committee Member(2005.7~) of Chinese Association of Automation (CAA)
    Committee Member(2009.3~) of Chinese Association for Artificial Intelligence (CAAI)
    Committee Member(2007.3~) of Chinese Association for System Simulation (CASS)
    Committee Member(2007.11~) of Chinese Society of Space Research (CSSR)

    CONFERENCE    SERVICE

    Program Committee Member of the 2013 IEEE Symposium on Swarm Intelligence(IEEE SIS'2013)
    Program Committee Member of the 2013 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning(IEEE ADPRL'2013)
    Program Committee Member of the 2013 IEEE Symposium on Computational Intelligence and Data Mining(IEEE CIDM'2013)
    Program Committee Member of the 25th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA-AIE' 2012)
    Program Committee Member of the 2012 IEEE International Conference on Networking Sensing and Control(IEEE ICNSC' 2012)
    Program Committee Member of the 3rd International Conference on Swarm Intelligence (ICSI' 2012)
    Program Committee Member of the 8th International Conference on Swarm Intelligence(ANTS' 2012)
    Local Chair of IEEE 10th International Conference on Industrial Informatics (IEEE INDIN’2012)
    Program Committee Member of the 31st Chinese Control Conference(CCC'12)
    Organizing Committee Co-Chair of the 2012 Chinese Guidance, Navigation and Control Conference (CGNCC' 2012)
    Program Committee Member of the 3rd IEEE Symposium on Computational Intelligence and Data Mining(IEEE CIDM' 2011)
    Program Committee Member of the 2011 IEEE Symposium on Adaptive Dynamic Programming and Reinforcement Learning (ADPRL' 2011)
    Program Committee Member of the 2011 IEEE International Conference on Mechatronics and Automation (IEEE ICMA' 2011)
    Program Committee Member of the 2011 IEEE International Conference on Networking Sensing and Control(IEEE ICNSC' 2011)
    Program Committee Member of the 2011 International Symposium on Neural Networks(ISNN' 2011)
    Program Committee Member of the 2011 IEEE International Conference on Networking, Sensing and Control(IEEE ICNSC' 2011)
    Program Committee Member of the 2011 IEEE Symposium on Computational Intelligence in Scheduling (CISched' 2011)
    Program Committee Member of the 2nd International Conference on Swarm Intelligence (IEEE SIS' 2011)
    International Steering Committee Member of the 9th IEEE International Conference on Control & Automation(IEEE ICCA'2011)
    Program Committee Member of the 2nd International Conference on Swarm Intelligence(ICSI' 2011)
    Program Committee Member of the IEEE International Conference on Information and Automation (ICIA' 2011)
    Program Committee Member of the 3rd International Conference of Soft Computing and Pattern Recognition(SoCPaR' 2011)
    Technical Program Committee Member of the ECOM Track of the Genetic and Evolutionary Computation Conference (GECCO' 2011)
    Program Committee Member of the 5th Indian International Conference on Artificial Intelligence(IICAI' 2011)
    Program Committee Member of the 2011 International Conference on Computer Control and Automation(ICCCA' 2011)
    Publication Chair of the 6th IEEE Conference on Industrial Electronics and Applications(IEEE ICIEA'2011)
    Program Committee Member of the 6th International Workshop on Ant Colony Algorithm and Swarm Intelligence(ANTS' 2010)
    Program Committee Member of the 2010 IEEE International Conference on Information and Automation (ICIA' 2010)
    Program Committee Member of the 2010 IEEE Congress on Evolutionary Computation (CEC' 2010)
    Program Committee Member of the 2010 IEEE International Conference on Networking, Sensing and Control (ICNSC' 2010)
    Program Committee Member of the 1st International Conference on Swarm Intelligence (ICSI' 2010)
    Program Committee Member of the 2nd International Conference on Metamaterials, Photonic Crystals and Plasmonics(META' 2010)
    Program Committee Member of the International Conference on Evolutionary Computation(ICEC' 2010)
    Organizing Committee Member of the 2010 Chinese Guidance, Navigation and Control Conference (CGNCC' 2010)
    Program Committee Member of the 2009 IEEE International Symposium on Computational Intelligence in Data Mining (IEEE-CIDM' 2009)
    Program Committee Member of the 2009 IEEE Congress on Evolutionary Computation (IEEE-CEC' 2009)
    Program Committee Member of the 2009 IEEE Symposium on Approximate Dynamic Programming and Reinforcement Learning (IEEE-ADPRL' 2009)
    Program Committee Member of the 6th International Symposium on Neural Networks (ISNN' 2009)
    Program Committee Member of the 2009 IEEE International Conference on Information and Automation (ICIA' 2009)
    Program Committee Member of the 2009 IEEE Symposium on Computational Intelligence in Scheduling (IEEE-CISched' 2009)
    Program Committee Member of the 2009 International Conference on Computational Intelligence, Robotics and Autonomous Systems(CIRAS' 2009)
    Program Committee Member of the 5th IEEE International Conference on Service Operations, Logistics and Informatics(IEEE-SOLI' 2009)
    International Program Committee Member of the 9th International Conference on Intelligent Systems Design and Applications (ISDA' 2009)
    Program Committee Member of the 2009 IEEE Swarm Intelligence Symposium (IEEE-SIS' 2009)
    Program Committee Member of the 2009 IEEE International Conference on Information and Automation(IEEE-ICIA' 2009)
    Session Chair (Special Session on "Ant Colony Optimization for Real World problems") and Program Committee Member of the 2008 IEEE Congress on Evolutionary Computation (IEEE-CEC' 2008)
    Session Chair (Special Session on "Optimization Strategies in Robotics") and Program Committee Member of the 2008 IEEE International Joint Conference on Neural Networks (IEEE-IJCNN' 2008)
    Program Committee Member of the 2008 IEEE International Conference on Networking, Sensing and Control (IEEE-ICNSC' 2008)
    Program Committee Member of the 2nd International Conference on Metaheuristics and Nature Inspired Computing (META' 2008)
    Program Committee Member of the 6th International Workshop on Ant Colony Algorithm and Swarm Intelligence (ANTS' 2008)
    International Program Committee Member of the 2008 International Conference on Artificial Intelligence and Pattern Recognition (AIPR'2008)
    International Program Committee Member of the 2008 International Conference on Automation, Robotics and Control Systems (ARCS' 2008)
    Organization Committee Member of Asia Simulation Conference 2008/the 7th International Conference on System Simulation and Scientific Computing (ICSC' 2008)
    Co-organizer of International Workshop on Advanced Computational Intelligence 2008 (IWACI'2008)
    Session Chair (Special Session on "Evolutionary Algorithms") and Program Committee Member of the 3rd India International Conference on Artificial Intelligence (IICAI' 2007)
    Session Chair (Special Session on " Swarm-based Optimization for Distributed Systems") and Program Committee Member of the 2007 IEEE Swarm Intelligence Symposium (IEEE-SIS' 2007)
    Session Chair (Special Session on "Ant Colony  Optimization") of the 2007 IEEE Congress on Evolutionary Computation (IEEE-CEC' 2007)
    Scientific Committee Member of the 2007 International Conference on Computer, Communication and Information Technologies (ICCCIT' 2007)
    Program Committee Member of the 2007 IEEE Workshop on Evolvable and Adaptive Hardware (IEEE-WEAH' 2007)
    Program Committee Member of the 2nd International Conference on Bio-Inspired Models of Network, Information, and Computing Systems (BIONETICS' 2007)
    Regular Session Chair and Program Committee Member of the 2007 IEEE Symposium on Approximate Dynamic Programming and Reinforcement Learning (IEEE-ADPRL' 2007)
    Program Committee Member of the 2007 IEEE Symposium on Computational Intelligence and Data Mining (IEEE-CIDM' 2007)
    Program Committee Member of the 2007 International Conference on Artificial Intelligence and Pattern Recognition (AIPR' 2007)
    Program Committee Member of the 2007 IEEE Symposium on Computational Intelligence for Security and Defense Applications (IEEE-CISDA' 2007)
    Program Committee Member of the 6th IEEE International Conference on Cognitive Informatics (IEEE-ICCI' 2007)
    Program Committee Member of the 2007 International Fuzzy Systems Association World Congress (IFSA'2007)
    Program Committee Member of the 20th International Conference on Industrial, Engineering & Other Applications of Applied Intelligent Systems (IEA-AIE' 2007)
    Program Committee Member of the Genetic and Evolutionary Computation Conference (GECCO' 2007)
    Program Committee Member of the International Workshop on Representation models and Techniques for Improving e-Learning (ReTIeL' 2007)
    Organization Committee Member of the 1st China Guidance, Navigation and Control Conference (CGNCC'2007)
    Program Committee Member of the 5th International Workshop on Ant Colony Algorithm and Swarm Intelligence (ANTS' 2006)
    Chair of "Control Engineering and Automation" Session of the 6th International Symposium on Instrumentation and Control Technology (ISICT' 2006)
    Invited Speaker and Commentator of the 2006 Aeronautics & Astronautics Science and Technology Doctoral Forum of P. R. China (DFAA' 2006)
    Co-Chair of Regular Session of the 6th International Conference on System Simulation and Scientific Computing (ICSC' 2005)
    Chair of "Intelligent Information Processing System" Session of the 23rd Chinese Control Conference (CCC' 2004)
  • Honors & Awards

    2011
    Excellent B.Sc. Supervisor Award of Beihang University, P R China
    2nd Class of National Defense Science and Technology Progress Award of Ministry of Industry and Information Technology of the P R China(Ranked the 1st place)
    2010
    Excellent B.Sc. Supervisor Award of Beihang University, P R China
    "1st Prize for Excellent Teaching Achievement" of Beihang University, P R China(Ranked the 1st place)
    "3rd Prize for Excellent Teaching Achievement" of Beihang University, P R China(Excellent Class Advisor)
    2nd Class of National Defense Science and Technology Progress Award of Ministry of Industry and Information Technology of the P R China(Ranked the 7th place)
    Program for New Century Excellent Talents in University of China
    "Excellent Worker" Prize of Chinese Association for System Simulation
    2009
    Excellent B.Sc. Supervisor Award of Beihang University, P R China
    1st Class of Science and Technology Award of Chinese Association of Aeronautics and Astronautics (Ranked the 1st place)
    3rd Class of National Defense Science and Technology Progress Award of Ministry of Industry and Information Technology of the People's Republic (Ranked the 1st place)
    2nd Class of Science and Technology Progress Award of Beihang University(Ranked the 1st place)
    "1st Prize for Excellent Class Advisor"of Beihang University, P R China
    "2nd Prize for Excellent Teaching Achievement" of Beihang University, P R China(Ranked the 1st place)
    "2nd Prize of the 13th CHENGFEI Excellent Teaching Award" funded by Chengdu Aircraft Industry Company Limited & Beihang University, P R China
    " Fengru Best Paper" Award (Xiangyin Zhang, Shan Shao, Haibin Duan and Yaxiang Yu) of the 3rd Chinese Conference on Navigation, Guidance and Control (CGNCC' 2009)
    2008
    "New Star of Blue Sky" Program of Beihang University
    "IEEE Professional Travel Grant" Award for IJCNN08
    "Fengru Cup" Excellent Advisor Award of Beihang University, P R China
    "Best Paper" Award (Ya-Xiang Yu, HaibinDuan and Xiang-Yin Zhang) of the 7th International Conference on System Simulation and Scientific Computing (ICSC' 2008)
    "Excellent Worker" Prize of Chinese Association for System Simulation
    2007
    "New Star of Science and Technology"of Beijing City(Beijing NOVA Program), P R China
    "2nd Prize of XIFEI Excellent Teaching Award" funded by Xi'an Aircraft Industry Company Limited & Beihang University, P R China
    "3rd Prize for Excellent Teaching Achievement" of Beihang University, P R China(Ranked the 1st place)
    2006
    "New Talent of Blue Sky" Award of Beihang University, P R China
    "Excellent Worker" Prize of Chinese Association for System Simulation
    "Excellent Ph. D. Dissertation" Award of Jiangsu Province, P R China
    "Best Ph. D. Dissertation" Award of NUAA, P R China
    2005
    "Excellent Academic Paper" Award of the 6th Natural Science Academic Paper of Nanjing, P R China (Ranked the 1st place)
    "Best Academic Paper" Award in the 11th Nanjing Science and Technology Association Academic Paper Competition, P R China(3 papers, 2 ranked the 1st place and 1 ranked the 2nd place)
    "Excellent Ph. D Graduate" of Commission of Science Technology and Industry for National Defense, P R China
    "Excellent Ph. D. Graduate" of NUAA, P R China
    "Excellent Graduate Cadre" of Jiangsu Province, P R China
    2004
    Nominating Prize of "Ten Outstanding Youngman" of Jiangsu Province, P R China
    1st Prize of "611" Graduate Special Scholarship of NUAA, P R China
    "Excellent Graduate Student Cadre" of NUAA, P R China
    1st Prize of "My TeacherMy Student " Essay Competition of NUAA, P R China
    2003
    "Huawei" Graduate Special Scholarship of NUAA, P R China
    "Excellent Graduate Student Cadre" of NUAA, P R China
    3rd Prize of Digital Photograph Competition in the International Automobile Exhibition, Jiangsu, P. R. China
    2002
    "Huawei" Graduate Special Scholarship of NUAA, P R China
    "Excellent Graduate Student Cadre" of NUAA, P R China
    "Excellent Graduate Student" of NUAA, P R China
  • BOOKS & BOOK CHAPTERS

    Haibin Duan."Ant Colony Algorithms: Theory and Applications"(ISBN: 7-03-016204-8). Beijing: Science Press of China, Dec., 2005. [2005.12(1st Printing), 2006.07(2nd Printing), 2007.06(3rd Printing)]
    Haibin Duan, X.Y. Zhang, and C.F Xu."Bio-inpsired Computing"(ISBN: 978-7-03-029558-3). Beijing: Science Press of China, Jan., 2011.
    Haibin Duan. "Multiple UAVs Cooperative Control Based on Swarm Intelligence". Beijing: Science Press of China, in press.
    Haibin Duan, "Ant Colony Optimization: Principle, Convergence and Application". Book Chapter for "Handbook of Swarm Intelligence -Concepts, Principles and Applications", Edited by Bijaya Ketan Panigrahi, Yuhui Shi & Meng-Hiot Lim. Springer, (ISBN: 978-3-642-17389-9). Springer, Jan., 2011.

    GRANTED PATENTS

    Chinese Invention Patent: "Multi-model image processing based on ant colony clustering", Inventors: Haibin Duan, et al. Granted No. ZL 2008 1 0223209.9, Granted Time: March, 2011
    Chinese Invention Patent: "Novel method of TSP based on ant colony optimization and differential evolution", Inventors: Xiangyin Zhang, Haibin Duan, et al.Granted No.ZL200810101081.9, Granted Time: March, 2011
    Chinese Invention Patent: "Novel aileron rotation pulling-pushing device of flapping UAV", Inventors: Shishu Guo, Ran He,Haibin Duan, et al. Granted No. ZL200810103557.2, Granted Time: April, 2011
    Chinese Invention Patent: "Novel method of UAV path planning based on ant colony optimization and Voronoi Diagram", Inventors: Haibin Duan, et al. Granted No. ZL200710121777.3, Granted Time: June, 2010
    Chinese Invention Patent: "Novel method of multiple UAVs formation reconfiguration based on hybrid ACO and GA", Inventors: Haibin Duan, et al. Granted No. ZL200810104837.5, Granted Time: December, 2010
    Chinese Invention Patent: "Novel method of ant colony optimization-based UAV machine vision imagine matching", Inventors: Haibin Duan, et al. Granted No. ZL200710121771.6, Granted Time: December, 2008
    Chinese Invention Patent: "Novel method of multi-UAVs' mission assignments based on basic ant colony intelligence", Inventors: Haibin Duan, et al. Granted No. ZL200710121762.7, Granted Time: April, 2010
    Chinese Invention Patent: "A type of function simulating device for electro-hydraulic flight simulator", Inventors: Haibin Duan, et al. Granted No. ZL200720173119.4, Granted Time: July, 2009
    Chinese Invention Patent: "Novel method of air robot path planning based on ant colony optimization and Vironoi diagram", Inventors: Haibin Duan, et al. Granted No. 200710121777.3, Granted Time: April, 2010
    Chinese Invention Patent: "Novel method of friction parameters identification based on improved ACO", Inventors: Haibin Duan, et al. Granted No. ZL200710121776.9, Granted Time: June, 2009
    Chinese Utility Model Patent: "A type of function simulating device for electro-hydraulic flight simulator", Inventors: Haibin Duan, et al. Granted No. ZL200720173118.X, Granted Time: December, 2008
    Chinese Utility Model Patent: "UAV ground simulation system based on single-chip microcontroller", Inventors: Haibin Duan, et al. Granted No. ZL200720173119.4, Granted Time: December, 2008
    dd>Chinese Utility Model Patent: "Uncontact automatic tracking system based on supersonic controller", Inventors: Zhengtian Li, Haibin Duan, et al. Granted No. ZL201120107393.8, Granted Time: October, 2011

    SELECTED    JOURNAL   PAPERS

    HB Duan, XX Wei, ZN Dong. Multiple UCAVs Cooperative Air Combat Simulation Platform Based on PSO, ACO, and Game Theory. IEEE Aerospace and Electronic Systems Magazine, in press.(ID: SYSAES-200900030R1)
    YP Zhang, Haibin Duan, XY Zhang. Stable Flocking of Multiple Agents Based on Potential Field and Distributed Receding Horizon Control. Chinese Physics Letters, 2011, Vol.28, No.4, pp.040503-4
    HB Duan, YP Zhang, SQ Liu. Multiple UAVs/UGVs Heterogeneous Coordinated Technique Based on Receding Horizon Control (RHC) and Velocity Vector Control. SCIENCE CHINA Technology Sciences(Science in China Series E),2011, Vol.54, No.4, pp.869-876.
    HB Duan,SQ Liu. Nonlinear Dual-Mode Receding Horizon Control for Multiple UAVs Formation Flight Based on Chaotic Particle Swarm Optimization. IET Control Theory & Applications, 2010, Vol. 4, No. 11, pp. 2565 - 2578
    C F Xu, HB Duan, F Liu. Chaotic artificial bee colony approach to Uninhabited Combat Air Vehicle (UCAV) path planning. Aerospace Science and Technology, 2010, Vol 14 No.8, pp. 535-541
    HB Duan, CF Xu. Artificial Bee Colony Optimization based Quantum Evolutionary for Continuous Optimization Problems. International Journal of Neural Systems, 2010, Vol.20, No.1, pp. 39-50
    XY Zhang,HB Duan, YX Yu. Receding Horizon Control for Multi-UAVs Close Formation Control Based on Differential Evolution. SCIENCE CHINA Information Sciences(Science in China Series F), 2010, Vol.53, No.2, pp 223-235
    HB Duan, SQ Liu. Unmanned Air/Ground Vehicles Heterogeneous Cooperative Techniques. SCIENCE CHINA Technology Sciences(Science in China Series E), 2010, Vol.53, No.5, pp. 1349-1355
    HB Duan, S Shao, BW Su, L Zhang. New Development Thoughts on the Bio-inspired Intelligence Based Control for Unmanned Combat Aerial Vehicle. SCIENCE CHINA Technology Sciences(Science in China Series E), 2010, Vol. 53 No. 8, pp. 1349-1355
    HB Duan, SQ Liu, J Wu. Novel Intelligent Water Drops Optimization Approach to Single UCAV Smooth Trajectory Planning. Aerospace Science and Technology, 2009, Vol.13, No.6, 442-449
    HB Duan, QX Ding, SQ Liu, J Zou. Time-Delay Compensation of Heterogeneous Network Control for Multiple UAVs and UGVs. Journal of Internet Technology, 2010, Vol. 11 No.3, pp. 379-385
    HB Duan, ZH Xing. Improved Quantum Evolutionary Computation Based on Particle Swarm Optimization and Two-Crossovers. Chinese Physics Letters, 2009,Vol.16, No.12, pp 120304-3
    HB Duan, YX Yu, XY Zhang, S Shao. Three-Dimension Path Planning for UCAV using Hybrid Meta-heuristic ACO-DE Algorithm. Simulation Modelling Practice and Theory, 2010, Vol 18 No.8, pp. 1104-1115
    HB Duan, GJ Ma, DL Luo. Optimal Formation Reconfiguration Control of Multiple UCAVs Using Improved Particle Swarm Optimization. Journal of Bionic Engineering, 2008, Vol.5, No.4, pp. 213-225

    SELECTED   CONFERENCE   PAPERS

    B Xu, HB Duan.Symbolic Controller with PID Feedback for Locally Linearized System. Lecture Notes in Computer Science, in press
    QC Geng, HB Duan, ST Li. Dynamic Fault Tree Analysis Aproach to Safety Analysis of Civil Aircraft. Proceedings of IEEE Conference on Industrial Electronics and Applications, 2011, pp.1443-1448
    ZT Li, HB Duan, Y Gao.An Extention of Height Value Algorithm for Micromouse Robot Applying for Exploring Unknown Region. Proceedings of IEEE Conference on Industrial Electronics and Applications, 2011, pp.370-375
    Y Du, HB Duan, RJ Liao, XH Li.Improved Quantum Particle Swarm Optimization by Bloch Sphere. Lecture Notes in Artificial Intelligence, Vol.6145, PART 1, 2010, pp.135-143
    XX Wei, HB Duan, YR Wang. Hybrid Game Theory and D-S Evidence Approach to Multiple UCAVs Cooperative Air Combat Decision.Lecture Notes in Computer Science,Vol 5553, 2009, pp.236-246
    LM Yao, HB Duan,S Shao Shuai. Adaptive template matching based on improved ant colony optimization. Proceedings of the International Workshop on Intelligent Systems and Applications, 2009, pp.1-4
    XY Zhang, HB Duan, JQ Jin. DEACO: Hybrid Ant Colony Optimization with Differential Evolution. Proceedings of IEEE Congress on Evolutionary Computation, 2008, pp.921-927
    HB Duan, DB Wang, XF Yu. Novel hybrid approach for fault diagnosis in 3-DOF flight simulator based on BP neural network and ant colony algorithms.Proceedings of IEEE Swarm Intelligence Symposium, 2007, pp.371-374

  • INTERNATIONAL JOURNALS

    Automatica
    IEEE Transactions on Evolutionary Computation
    IEEE Transactions on Automatic Control
    IEEE Transactions on Fuzzy Systems
    IEEE Transactions on Systems, Man, and Cybernetics- Part B
    IEEE Transactions on Industrial Electronics
    Pattern Recognition
    Theoretical Computer Science
    Information Sciences
    Transactions on Autonomous and Adaptive Systems
    Applied Mathematical Modelling
    New Mathematics and Natural Computation Journal
    Journal of Scheduling
    Journal of Intelligent Systems
    Journal of Bionics Engineering
    Journal of Information and Computational Science
    Journal of Computer Science and Technology
    International Journal of Modeling, Identification and Control
    International Journal of Computer Science and Applications
    International Journal of Systems Science
    International Journal of Computer Science
    International Journal of Applied Intelligence
    International Journal of Intelligent Computing and Information Sciences
    International Journal of Automation and Control
    International Journal of Information Technology
    International Journal of Computational Intelligence

    CHINESE JOURNALS

    High Technology Letters
    SCIENCE CHINA Information Sciences(Science in China Series F)
    Control Theory & Applications
    Acta Electronica Sinica
    Acta Automatica Sinica
    Acta Aeronautica et Astronautica Sinica
    Chinese Journal of Computers
    Chinese Journal of Space Science
    Chinese Journal of Scientific Instrument
    Chinese Journal of Sensors and Actuators
    Computer Integrated Manufacturing Systems-CIMS
    CAAI Transactions on Intelligent System
    Information and Control
    Journal of Astronautics
    Journal of Electronics & Information
    Journal of System Simulation
    Journal of Sys. Engi. and Electro.
  • TEACHING     COURSES

    (031817) "Intelligent Computational Algorithms" (for graduate students), 2 credits and 34 credit hours, Spring
    (D03D0C09) "Bio-inspired Computing" (for undergraduate students), 1 credit and 16 credit hours, Spring
    (033504) "Computer Control System" (for foreign graduate students), 2 credits and 32 credit hours, Autumn

    (03Z83440) "Computer Networks and Communication" (for undergraduate students), 1.5 credits and 28 credit hours, Autumn
    Advisor of "Fengru Cup" Student Academic Science and Technology Competition, Beihang University (for undergraduate students)

    STUDENTS

    Ph. D. Students(Current)
    Pei Li ('2012)  Email: lipei19890726 [at] 163[dot]com
    Yimin Deng ('2011)  Email: derek99317 [at] 126[dot]com
    Changhao Sun ('2011)  Email: dangelsung5620 [at] sina[dot]com
    Xiangyin Zhang ('2010)  Email: zhangxy [at] asee[dot]buaa[dot]edu[dot]cn
    M. Sc. Students(Current)
    Shuangtian Li ('2012)  Email: jasonlist208 [at] hotmail[dot]com
    Qinan Luo ('2011)  Email: sdsdlll [at] 163[dot]com
    Yingcai Bi ('2011)  Email: byc_1988 [at] yahoo[dot]cn
    Bing Liu ('2011 Sino-French)  Email: lb.361 [at] 163[dot]com
    Jiaqian Yu ('2011 Sino-French)  Email: yjq8812 [at] gmail[dot]com
    Fang Liu ('2010)  Email: liufang.sunny [at] yahoo[dot]com[dot]cn
    Yunpeng Zhang ('2010)  Email: zypkkkwz [at] sina[dot]com
    Alumni (M. Sc. Students)
    Chunfang Xu ('2009)  Email: xiaofang88s [at] hotmail[dot]com
    Hao Li ('2008)[Excellent Thesis Award] Email: lihao861168 [at] 163[dot]com
    Now working in "Zoomlion Heavy Industry Science&Technology Development Co., Ltd(Zoomlion)"
    Yaxiang Yu ('2008)[Excellent Thesis Award] Email: 1119never [at] 163[dot]com 
    Now working in "Zhongxing Telecommunication Equipment Co.(ZTE)"
    Senqi Liu ('2007)[Excellent Thesis Award Email: sqliu [at] asee[dot]buaa[dot]edu[dot]cn
    Now working in "The Second Artillery Corps (SAC) of the PLA"
    Guanjun Ma ('2006)[Excellent Thesis Award Email: gjma [at] asee[dot]buaa[dot]edu[dot]cn
    Now working in "Beijing Aerospace Automatic Control institute of CALT"
    Alumni (M. Engi. Students)
    Jianglong Wang ('2008)  Email: namy126 [at] 126[dot]com;
    Beijing Aerospace Automatic Control institute of CALT
    Gang Wang('2008)  Email: wanggang02 [at] thtf[dot]com[dot]cn
    Tsinghua Tongfang Co., Ltd
    Guoliang Zhang ('2008)  Email: zgl_zd [at] sohu[dot]com;
    Beijing Inst. of Astro. Sys. Engi. of CALT
    Haixia Zhang ('2007)  Email: zhx0701 [at] 263[dot]net
    Xi'an Aircraft Industry Comp. Ltd of AVIC I
    Zhuo Wang ('2007) Email: victorywz [at] msn[dot]com;
    Beijing Auto. Inst. of metallurgical Indu. of CISRI
    Lifeng Wang('2007) Email: 320650111 [at] sohu[dot]com
    Inst. 650, Hongdu Avia. Indu. Groupof AVIC II
    Yun Han ('2007) Email: hanyganh [at] sina[dot]com;  
    Luoyang Inst. of Elec.-Opt. Equip.of AVIC  
    Jingyu Yang ('2006) Email: raynor_km [at] tom[dot]com
    No. 750 Factory of CSSC
    Ying Wang ('2006)  Email: koala_hel [at] hotmail[dot]com
    No. 1 Division of CALT
    SAE (School of Advanced Engineering) Students
    Linzhi Huang ('2011) Email: pathuang1112 [at] 126[dot]com
    Bai Li ('2011) Email: libaioutstanding [at] 163[dot]com
    Jiaru Bai ('2010) Email: baijr [at] sina[dot]com
    Meilun Li ('2010) Email: primrosemary [at] sina[dot]com
    Alumni (B. Sc. Students)
    Yimin Deng ('2011)[Excellent Thesis Award] Email: derek99317 [at] 126[dot]com
    Qinan Luo ('2011)  Email: sdsdlll [at] 163[dot]com
    Yingcai Bi ('2011,Co-Supervisor)[Excellent Thesis Award] Email: biyingcai [at] nuaa[dot]edu[dot]cn
    Yunpeng Zhang ('2010)[Excellent Thesis Award Email: zypkkkwz [at] sina[dot]com
    Jianwei Zheng('2010) Email: zjw_forever [at] 126[dot]com
    Fang Liu ('2010,Co-Supervisor)[Excellent Thesis Award Email: liufang.sunny [at] yahoo[dot]com[dot]cn
    Guixiang Wang ('2010,Co-Supervisor) Email: Arthurl.wang [at] gmail[dot]com
    Xiangyin Zhang ('2009)[Excellent Thesis Award Email: zhangxy [at] asee[dot]buaa[dot]edu[dot]cn
    Ran He ('2009)  Email: herohnhr [at] 163[dot]com
    Chunfang Xu ('2009, Co-Supervisor) Email: xiaofang88s [at] hotmail[dot]com
    Mingkun Wei ('2008)  Email: weimingkun2005 [at] 163[dot]com
    Ming Lu ('2008)  Email: luming3403 [at] 126[dot]com
    Yaxiang Yu ('2007)  Email: 1119never [at] 163[dot]com
    Junjie Chang ('2007)  Email: changjunjie [at] asee[dot]buaa[dot]edu[dot]cn
    Senqi Liu ('2007, Co-Supervisor)  Email: sqliu [at] asee[dot]buaa[dot]edu[dot]cn
  • Fengru   Cup

    person photo

    "Fengru Cup" Academic Science and Technology Work Competition is an annual extra-curricular competition for undergraduates in Beihang University, which is in commemoration of Feng Ru, the first Chinese plane designer and pilot. More than half of the undergraduates in Beihang University have the cherished experiences of "Fengru Cup".

    As an advisor of "Fengru Cup", I have supervised 21 groups of undergraduate students to practice with research projects from 2007. In the 18th Beihang University "Fengru Cup" Student Academic Science and Technology Competition, 1 group of my undergraduate teams won the 1st prize, 2 groups won the 2nd prize of university level, and 3 groups won the 3rd prize of university level. Xiangyin ZHANG won the " Undergraduate Science and Technology Star " of Beihang University. In the 19th "Fengru Cup" Student Academic Science and Technology Competition, 3 groups won the 2nd prize of university level, and 2 groups won the 3rd prize of university level. In the 20th "Fengru Cup" Student Academic Science and Technology Competition, 1 group won the 2nd prize of university level, and 3 groups won the 3rd prize of university level. Among them, 6 groups have been funded by "Science Research Training Program" Foundation of Ministry of Education of China, and 7 groups has been funded by "Science Research Training Program" Foundation of Beihang University. More than 90% of them have been recommended for graduate (M.Sci or Ph.D.) study without examination.

    Undergraduate Students' Academic Works Exhibition

    UAV Automatically Tracking UGV_2011

    UAV Autonomous Landing on Carrier_2011

    Moon Robot_2010

    UAV Autonomous Vision Tracking System_2010

    Flapping Robot_2008

    3-Dimensional Image Reconstruction_2009

    ACO Simulation Platform_2008
    Flapping Robot_2008
    Ant Robot_2008
    ACO Based Tempalte Matching_2008
    Intelligent Computing Simulation Platform_2008
    ACO Pyramid Template Matching_2009
    GA Based TSP_2009
    Multi UAVs Formation_2009
    Game Theory Based UCAV Combating_2009
    Swarm Robots_2010
    Game Theory Based UCAV Combating_2010
    DNA Based Intelligent Optimization_2010
    QPSO Optimized Flight Parameters Platform_2010
    Computer Vision Based UAV Autonomous Fuelling_2010
    Quantum PSO Based Flight Control Parameters Optimization_2010

    Undergraduate Students' Published Papers

    Xiangyin Zhang, Haibin Duan, and Yaxiang Yu. Receding Horizon Control for Multi-UAVs Close Formation Control Based on Differential Evolution. SCIENCE CHINA Information Sciences (Science in China Series F), 2010, Vol. 53, No. 2, pp 223-235.(SCI/EI Index)
    Chunfang Xu, and Haibin Duan. Artificial Bee Colony Optimized Edge Potential Function Approach to Target Recognition for Low-altitude Aircraft. Pattern Recognition Letters, 2010, to appear. (SCI/EI Index)
    Shuai Shao, and Haibin Duan. A Novel Particle Swarm Optimization-based Quantum Algorithm for Machine Vision under Complicated Background. Journal of Internet Technology, 2010, Vol. 11, No. 3, pp 387-394. (SCI/EI Index)
    Yu Du, Haibin Duan, Renjie Liao, and Xihua Li. Improved Quantum Particle Swarm Optimization by Bloch Sphere. Lecture Notes in Computer Science, 2010, to appear. (EI/ISTP Index)
    Zhihui Xing, Haibin Duan, and Chunfang Xu. An Improved Quantum Evolutionary Algorithm with 2-Crossovers. Lecture Notes in Computer Science, 2009, Vol. 5551, No. PART 1, pp. 735-744. (EI/ISTP Index)
    Xingxing Wei, and Haibin Duan, Yanran Wang. Hybrid Game Theory and D-S Evidence Approach to Multiple UCAVs Cooperative Air Combat Decision. Lecture Notes in Computer Science, 2009, Vol. 5553, No. PART 3, pp. 236-246. (EI/ISTP Index)
    Chen Bai, Haibin Duan, Chun Li, and Yunpeng Zhang. Dynamic multi-UAVs formation reconfiguration based on hybrid diversity-PSO and time optimal control. Proceedings of IEEE Intelligent Vehicles Symposium, 2009, pp. 775-779. (EI/ISTP Index)
    Lianmei Yao, Haibin Duan, and Shuai Shao. Adaptive Template Matching Based on Improved Ant Colony Optimization. Proceedings of the 2009 International Workshop on Intelligent Systems and Applications, 2009, pp. 1-4. (EI/ISTP Index)
    Zhenchao Wang, Haibin Duan, and Xiangyin Zhang. An Improved Greedy Genetic Algorithm for Solving Travelling Salesman Problem. Proceedings of the 5th International Conference on Natural Computation, 2009, Vol. 5, pp. 374-378. (EI/ISTP Index)
    Xiangyin Zhang, Haibin Duan, and Jiqiang Jin. DEACO: Hybrid Ant Colony Optimization with Differential Evolution. Proceedings of IEEE Congress on Evolutionary Computation, 2008, pp. 921-927. (EI/ISTP Index)

    Undergraduate Students' Accepted Invention Patents

    Shishu Guo, Tianyu Liu, Ran He, and Haibin Duan. A Rotary Aileron Retractable Flapping Equipment, Accepted No. 200810103557.2, Date: 2008-04-08.
    Xiangyin Zhang, Haibin Duan, and Jiqiang Jin. A Hybrid Ant Colony Optimization with Differential Evolution for Solving Travelling Salesman Problems, Accepted No.200810101081.9, Date: 2008-02-28.
    Lianmei Yao, Haibin Duan, and Shuai Shao. An Adaptive Ant Colony Approach to Two Layers Vision Template for Air Robot. Accepted No. 200910077143.1, Date: 2009-01-16.
    Shuai Shao, and Haibin Duan. A Method for Robot Vision Template based on Quantum and Quantum Particle Swarm Optimization. Accepted No. 200910092275.1, Date: 2009-09-09.
    Zhiyao Zhang, Haibin Duan, Yi Shen, and Tieshan Feng. Multiple Intelligent Robots Cooperative Control Based on Artificial Physics Method. Accepted No. 2010101392632.0, Date: 2010-03-31.

    Undergraduate Students' Granted Computer Software Copyright Registration

    Yu Du, Haibin Duan, Renjie Liao, and Xihua Li. Bloch-coded Quantum Particle Swarm Optimized PID Control System V1.0, Granted No. 2010SR020454, 2010
    Meng Dong, Haibin Duan, and Anqi Zhang. Intelligent Optimization Simulation System Based on DNA Computing V1.0, Granted No. 2010SR022588, 2010
    Shiting Wang, Haibin Duan, Liang Liu, and Wan Zhang. Multiple UAVs Cooperative Combating Simulation Software Based on Uncomplete-information Game Network V1.0, Granted No. 2010SR020452, 2010
    Chun Li, Haibin Duan, Chen Bai, and Yunpeng Zhang. Multi-UAVs Formation and Planning System V1.0, Granted No. 2009SRBJ2238, 2009
    Shuai Shao, Haibin Duan, and Lianmei Yao. ACO Based Machine Vision Image Template Matching Software V1.0, Granted No. 2009SRBJ2240, 2009
    Jiqiang Jin, Xiangyin Zhang, and Haibin Duan. Ant colony optimization simulation lab in the Matlab Environment V1.0, Granted No. 2008SRBJ1103, 2008
    Yanran Wang, Haibin Duan, and Xingxing Wei. Multiple UAVs Cooperative Combating System V1.0, Granted No. 2009SRBJ2241, 2009
    Zhenchao Wang, Haibin Duan, and Zhihui Xing. Quantum Evolutionary and Greedy Genetic Algorithm Simulation Platform V1.0, Granted No. 2009SRBJ2237, 2009
  • MY    ALBUM

    2011
    South Korea(with S.K.Oh and his students)    Suwon University     Suwon     Beijing(ICIEA2011)     Redflag Canal     Youth Cave     Mt. Yuntai
    2010
    Beijing(with Benjiamin W. Wah)    Beijing(with Gary G. Yen)     Beijing(with Nikola Kasabov)     Beijing(with Ying Tan)     Beijing(with Lei Wang)     Maldives(The heaven on the earth)     Maldives(My dreaming heaven)     Dubai
        EXPO 2010 Shanghai     Beijing Widgeon-lake Wetland     Mt. Jinggang     My Graduate Classmates in Shanghai     SASEE Affairs Committee     CGNCC2010 UAV Symposium
    2009
    My Graduate Classmates in Beijing     Drifting on Gui River     BUAA(with Lingxin Hu)     My 1st Visit to COMAC
    2008
    Hongkong(with Albert Einstein)     Hongkong(with Lotfi A.Zadeh)     Hongkong(with Hugo de Garis)     Hongkong(with Jun Wang)     Hongkong(with Ling Wang)     Hongkong(with Hongwei Mo)     Hongkong(with He Jiang)     Beijing Olympic Games     Ditan Park     Chinese Kungfu
    2007
    Hawaii(with David B.Fogel)     Hawaii(with Russell Eberhart & James Kennedy)     Singapore(with Kay Chen Tan)     Hawaii(with Martin Middendorf)     Singapore(with El Ghazali Talbi)     Singapore(with Delin Luo)     Hawaii(Diamond Mt)     Hawaii(Pearl Harbor)     Polynesian Culture Center     Singapore     Qingjiang Gallery     Three Gorges Dam
    2006
    Shenyang 1     Shenyang 2     Guangrao     Yuanmingyuan Park
    2005
    PhD Graduate Ceremony     Kiev Aircraft Carrier
    2004
    NUAA(Nanjing)     Tianmu Lake     Fragrance Hill
    2003
    Zhou Zhuang-The 1st Water Township of China
    2002
    NUAA(Nanjing)
    2001
    From Nanjing to Yangzhou by Bicyle    Ge Garden(Yangzhou)
    2000
    Nanjing Pearl Spring
    1995
    Jiangyou(Doutuan Mt)

    MY    STUDENTS'     ALBUM

    2011
    Beijing White-River Rafting
    2010
    Alumni:Senqi Liu     Gary G. Yen & Xiangyin Zhang(ICSI2010)     Nikola Kasabov & Xiangyin Zhang(ICSI2010)     Beijing Widgeon-lake Wetland 1     Widgeon-lake Wetland 2     Widgeon-lake Wetland 3     Widgeon-lake Wetland 4     Widgeon-lake Wetland 5     Widgeon-lake Wetland 6     Weekly Seminar
    2009
    Alumni:Guanjun Ma     Beijing Happy Valley 1     Beijing Happy Valley 2     Beijing Golf Club
    2008
    Disney Land (Hongkong)     Senqi Liu & Xiangyin Zhang(WCCI2008,Hongkong)     Lotfi Zadeh & Xiangyin Zhang(Hongkong)     Hugo de Garis & Xiangyin Zhang(Hongkong)     Weekly Seminar
    2007
    Ant Home
  • USEFUL   LINKS

       What's New

    What's New" will provide you with many latest "International Conferences", "Academic Journals" and "Academic Organizations", hope these web links are very useful in your academic life.

    ACO (Ant Colony Optimization)    

    "ACO (Ant Colony Optimization)" will provide you with many famous scholars' homepage, this scholars are all take ACO as part of their research interests. This part comes from Appendix B of the book “Ant Colony Algorithms: Theory and Applications”, which was written by Dr. HaibinDUAN, and published by Science Press in Dec. 2005

    UAVs (Unmanned Aerial Vehicles)  

    "UAVs (Unmanned Aerial Vehicles" will provide you with many useful web links related to UAVs, UCAVs and Air Robots. I hope these web links will lead you into a splendid and knowledgeable scientific world.

    Resources Related to "INTELLIGENCE"
    Artificial Intelligence Artificial Life1 Artificial Life2
    Algorithmic Automation Ant Colony Optimization Artificial Bee Colony
    Bioinformatics Computer Vision Cultural Algorithms
    Cellular Automata Chaos Theory Complex Systems
    Classifier Systems Cognitive Science DNA Computing
    Data Mining Differential Evolution Evolvable Hardware
           
    Evolutionary Multi-objective Optimization Evolutionary Robotics1 Evolutionary Algorithms for Dynamic Optimization Problems
    Evolutionary Robotics2 Estimation of Distribution Algorithms Evolutionary Algorithms
    Fuzzy Game Theory Genetic Programming
    Genetic Algorithms Granular Computing Intelligent Agents
    Intelligence Research Today Kernel Machines Multi-agent Systems
    Machine Learning Memetic Algorithms Multi-agent Simulation
    No Free Lunch National Travelling Salesman Problems Neural Networks
           
    Neuro-evolution Methods Pattern Recognition1 Percolation
    Pattern Recognition2 Phase Transition Prisoner's Dilemma
    Problem Solving Particle Swarm Optimization Quantum Computer
    Quantum Computing Robots Rough Set
    Self-organized Criticality Support Vector Machines Swarm Intelligence
    TSPLIB Travelling Saleman Problem UCI Machine Learning Repository
    Unmanned Aerial Vehicles