姓名：亓亮 性别：男 学历：博士
职称：讲师 办公室：J13-212 隶属部门：智能科学与技术系
联系方式：E-mail: qiliang@sdust.edu.cn
个人简介：
亓亮，1986年5月出生。2017年毕业于同济大学，获计算机软件与理论专业博士学位；2015-2017美国新泽西理工大学EE专业联合培养博士。 目前主持国家自然科学青年基金一项、山东省自然科学基金一项、山东科技大学人才引进科研启动基金一项；发表学术论文60余篇，其中IEEE Trans系列高水平期刊15篇，谷歌学术引用次数600+、H-index 13；获2017年“上海市优秀毕业生”荣誉称号、2019年山东科技大学“计算机学院优秀教师”荣誉称号。 研究兴趣包括Petri网理论及在复杂系统协同控制中的应用、智能优化方法及在智慧港口中的应用、智能交通系统设计与优化等。



详细信息:
开设本科生课程：
《人工智能》、《最优化理论与方法》、《机器学习》
主持科研项目：
1)国家自然科学基金（青年基金项目）, **, 面向城市交通突发事件的交通信号应急控制策略研究, 01/2020-12/2022, 25万元
2)山东省自然科学基金（博士基金项目）, ZR2019BF004, 面向城市突发事件的智能交通信号灯协同控制的Petri网模型与策略研究, 07/2019-06/2022, 10万元
主要论文：


1) Liang Qi, MengChu Zhou, and WenJing Luan, “A Two-level Traffic Light Control Strategy for Preventing Incident-Based Urban Traffic Congestion,”IEEE Transactions on Intelligent Transportation Systems, vol. 19, no. 1, pp. 13-24, Jan. 2017.
2) Liang Qi, MengChu Zhou, and WenJing Luan, “Impact of Driving Behavior on Traffic Delay at a Congested Signalized Intersection,”IEEE Transactions on Intelligent Transportation Systems, vol. 18, no. 7, pp. 1882-1893, Oct. 2016.
3)Liang Qi, MengChu Zhou, and WenJing Luan, “Emergency Traffic-Light Control System Design for Intersections Subject to Accidents,”IEEE Transactions on Intelligent Transportation Systems, vol. 17, no. 1, pp. 170-183, Sep. 2015.
4) Liang Qi, Mengchu Zhou, and Wenjing Luan, “A Dynamic Road Incident Information Delivery Strategy to Reduce Urban Traffic Congestion,”IEEE/CAA Journal of Automatica Sinica, vol. 5, no. 5, pp. 934-945, Sep. 2018.

5)YuYue Du,Liang Qi, and MengChu Zhou, “Analysis and Application of Logical Petri Nets to E-Commerce Systems,”IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 44, no. 4, pp. 468-481, Apr. 2014.
6)Xu Wang, MengChu Zhou, QiuHong Zhao, ShiXin Liu, XiWang Guo, andLiang Qi, “A Branch and Price Algorithm for Crane Assignment and Scheduling in Slab Yard,”IEEE Transactions on Automation Science and Engineering, May 2020. (Online)
7)XiWang Guo, MengChu Zhou, ShiXin Liu, andLiang Qi, “Multi-resource Constrained Selective Disassembly with Maximal Profit and Minimal Energy Consumption,”IEEE Transactions on Automation Science and Engineering, Apr. 2020. (Online)
8)Yuanyuan Tan, MengChu Zhou, Yuan Zhang, XiWang Guo,Liang Qi, and YanHong Wang, “Hybrid Scatter Search Algorithm for Optimal and Energy-Efficient Steelmaking-Continuous Casting,”IEEE Transactions on Automation Science and Engineering, Apr. 2020. (Online)
9)Jia Wang, MengChu Zhou, Xiu Jin, XiWang Guo,Liang Qi, and Xu Wang, “Variance Minimization Hedging Analysis Based on a Time-Varying Markovian DCC-GARCH Model,”IEEE Transactions on Automation Science and Engineering, vol. 17, no. 2, pp. 621- 632, Apr. 2020.
10)Xiwang Guo, Mengchu Zhou, Shixin Liu, andLiang Qi, “Lexicographic Multiobjective Scatter Search for the Optimization of Sequence-Dependent Selective Disassembly Subject to Multiresource Constraints,”IEEE Transactions on Cybernetics, vol. 50, no. 7, pp. 3307-3317, Mar. 2019.
11)Fuxin Zhang, Mengchu Zhou,Liang Qi, Yuyue Du, and Haichun Sun, “A Game Theoretic Approach for Distributed and Coordinated Channel Access Control in Cooperative Vehicle Safety Systems,”IEEE Transactions on Intelligent Transportation Systems, vol. 21, no. 6, pp. 2297-2309, May 2019.
12)Yaping Fu, MengChu Zhou, Xiwang Guo, andLiang Qi,“Scheduling Dual-Objective Stochastic Hybrid Flow Shop With Deteriorating Jobs via Bi-Population Evolutionary Algorithm,”IEEE Transactions on Systems, Man, and Cybernetics: Systems, Apr. 2019. (Online).
13)Xiaoyu Sean Lu, MengChu Zhou,Liang Qi, and Haoyue Liu, “Clustering-Algorithm-Based Rare-Event Evolution Analysis via Social Media Data,”IEEE Transactions on Computational Social Systems, vol. 6, no. 2, pp. 301-310, Mar. 2019.
14)Yuanyuan Tan, MengChu Zhou, Yingying Wang, Xiwang Guo, andLiang Qi, “A Hybrid MIP-CP Approach to Multistage Scheduling Problem in Continuous Casting and Hot-Rolling Processes,”IEEE Transactions on Automation Science and Engineering, vol. 16, no. 4, pp. 1860-1869, Mar. 2019.
15)Jia Wang, MengChu Zhou, Xiwang Guo, andLiang Qi, “Multiperiod Asset Allocation Considering Dynamic Loss Aversion Behavior of Investors,”IEEE Transactions on Computational Social Systems, vol. 6, no. 1, pp. 73-81, Dec. 2018.
16)ZiYan Zhao, ShiXin Liu, MengChu Zhou, XiWang Guo, andLiang Qi, “Decomposition Method for New Single-Machine Scheduling Problems From Steel Production Systems,”IEEE Transactions on Automation Science and Engineering, vol. 17, no. 3, pp. 1376-1387, Dec. 2019.
17)Jing Sha, YuYue Du, andLiang Qi, “A user requirement oriented web service discovery approach based on logic and threshold petri net,”IEEE/CAA Journal of Automatica Sinica, vol. 6, no. 6, pp. 1528-1542, Sep. 2019.
18)Lu Wang, YuYue Du, andLiang Qi, “Efficient deviation detection between a process model and event logs,”IEEE/CAA Journal of Automatica Sinica, vol. 6, no. 6, pp. 1352-1364, Sep. 2019.
19)Jian Zhao, Shixin Liu, Mengchu Zhou, Xiwang Guo, andLiang Qi, “Modified cuckoo search algorithm to solve economic power dispatch optimization problems,”IEEE/CAA Journal of Automatica Sinica, vol. 5, no. 4, pp. 794-806, July 2018.
20)Wenjing Luan, Guanjun Liu, Changjun Jiang, andLiang Qi, “Partition-based collaborative tensor factorization for POI recommendation,”IEEE/CAA Journal of Automatica Sinica, vol. 4, no. 3, pp. 437-446, Jan. 2017.

英文简历：CV-LiangQi.pdf