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》 Contact Information

Name:ZHANG Junqi

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Email:zhangjunqi@tongji.edu.cn

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Title:Professor, IEEE Senior Member

》  Research Fields

Reinforcement learning, swarm intelligence, swarm robots, multi-agent systems, big data.

》  Courses

Database System Concepts, Computer Science: An Overview.

》  Projects

  1. One project supported by Innovation Program of Shanghai Municipal Education Commission

  2. Three project supported by National Natural Science Foundation of China

  3. One project supported by National Natural Science Foundation of ShangHai

  4. One project supported by special fund of China Postdoctoral Science Foundation

  5. Won the 2007-2008 outstanding postdoctoral award of Peking University

》  Publications

  1. JunQi Zhang, YeHao Lu, Lei Che, Mengchu Zhou*, "Moving-distance-minimized PSO for Mobile Robot Swarm", IEEE Trans. on Cybernetics (1区,IF: 11.079)2021(Accepted and In Press).

  2. JunQi Zhang, PengZhan Qiu, ChunHui Wang, Mengchu Zhou*, "Weak Estimator-based Stochastic Searching on the Line in Dynamic Dual Environments", IEEE Trans. on Cybernetics (1区,IF: 11.079)2021(Accepted and In Press).

  3. JunQi Zhang*, XiXun Zhu, YuHeng Wang,MengChu Zhou*, " Dual-Environmental Particle Swarm Optimizer in Noisy and Noise-free Environments", IEEE Trans. On Cybernetics (1区,IF: 11.079)vol. 49, no. 6, pp. 2011-2021, 2019.

  4. JunQi Zhang*, YuHeng Wang,Cheng Wang, MengChu Zhou*, "Fast Variable Structure Stochastic Automaton for Discovering and Tracking Spatiotemporal Event Patterns", IEEE Trans. On Cybernetics (1区,IF: 11.079)vol. 48, no. 3, pp. 890-903, 2018.

  5. JunQi Zhang, YuHeng Wang, Cheng Wang, Mengchu Zhou, "Symmetrical Hierarchical Stochastic Searching on the Line in Informative and Deceptive Environments", IEEE Trans. on Cybernetics (1区,IF: 11.079)vol. 47,  no. 3, pp. 626-635, 2017.

  6. JunQi Zhang*, Liang Zhang,Cheng Wang, MengChu Zhou*, "Approximately Optimal Computing-Budget Allocation for Selection of Best and Worst Designs", IEEE Trans. On Automatic Control (2区,IF: 5.625)vol. 62, no. 7, pp. 3249-3261, 2017.

  7. JunQi Zhang, ZeZhou Li, Cheng Wang, Di Zang, Mengchu Zhou, "Approximate Simulation Budget Allocation for Subset Ranking", IEEE Trans. on Control Systems Technology(2区, IF: 5.312)vol. 25, no. 1, pp. 358-365, 2017.

  8. Xin Wang, Cheng Wang, JunQi Zhang, Mengchu Zhou*, ChangJun Jiang*, "Improved Rule Installation for Real-time Query Service in Software-Defined Internet of Vehicles", IEEE Trans. on Intelligent Transportation Systems (2区, IF: 6.319) vol. 18, no. 2, pp. 225-235, 2017.

  9. JunQi Zhang*, Cheng Wang, Di Zang, MengChu Zhou*, "Incorporation of Optimal Computing Budget Allocation for Ordinal Optimization into Learning Automata", IEEE Trans. On Automation Science and Engineering (2区, IF: 4.938), vol. 13, no. 2, pp. 1008-1017, 2016.

  10. JunQi Zhang, Cheng Wang, Mengchu Zhou*, "Fast and Epsilon-optimal Discretized Pursuit Learning Automata", IEEE Trans. on Cybernetics (1区,IF: 11.079)vol. 45, no. 10, pp. 2089-2099, 2015.

  11. Jie Li(博士生), JunQi Zhang*, ChangJun Jiang*, Mengchu Zhou, "Composite Particle Swarm Optimizer with Historical Memory for Function Optimization", IEEE Trans. on Cybernetics (1区,IF: 11.079)vol. 45, no. 10, pp. 2350-2363, 2015, (通信作者).

  12. JunQi Zhang, Cheng Wang, MengChu Zhou*, "Last-position Elimination-based Learning Automata", IEEE Trans. on Cybernetics (1区,IF: 11.079)vol. 44, no. 12, pp. 2484-2492, 2014.

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