副教授
姓名：亓亮 性别：男 学历：Ph.D.
职称：Associate Professor 办公室：J13-212 隶属部门：
联系方式：qiliang@sdust.edu.cn
个人简介：
亓亮，副教授，硕士生导师，同济大学计算机软件与理论博士，曾获国家留学基金委公派在美国罗格斯大学、新泽西理工大学访问研究2年。从事计算智能理论与方法、机器学习、Petri网理论与应用、智能交通以及智能制造等领域的研究工作，提出了Petri网状态方程解对应的合法变迁触发序列存在性判定算法。在国际知名期刊及会议上发表学术论文150余篇（包括IEEE T-ITS、T-SMCS、T-CSS、T-ASE、T-CYB、T-NSE、T-IP、T-AI等IEEE汇刊论文26篇），其中Google学术中论文被引2800余次, H指数27；主持国家自然科学青年基金1项、山东省自然科学基金1项、必威betway西汉姆联网站人才引进科研启动基金1项，参与国家自然科学基金10余项；授权发明专利11项；获得青岛市科技进步二等奖、中国港口协会科技进步特等奖、中国物流与采购联合会科技进步一等奖；获“上海市优秀毕业生”、必威betway西汉姆联网站“优秀教师”、“我心目中的好老师”、“优秀班主任”等荣誉称号；担任中国自动化学会网络计算专委会委员，担任 IEEE T-PAMI等近20余种著名国际期刊审稿人，曾担任IEEE ICNSC 2018等多个国际学术会议程序委员会委员；担任CCF C类国际会议IEEE SMC 2022、2023副主编；现任IEEE汇刊《IEEE Transactions on Intelligent Transportation Systems》副主编、中文核心期刊《工业工程》青年编委，入选全球前2%顶尖科学家年度榜单（2022、2023）。
详细信息:
讲授课程：
最优化理论与方法、人工智能、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）, 61903229, 面向城市交通突发事件的交通信号应急控制策略研究, 2020.01-2022.12, 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, 2019.07-2022.06, 10万元
部分学术期刊论文 (Google Scholar Citations=2800+，H-index=27）：
Yue Su, Liang Qi*, and MengChu Zhou, “A Backward Algorithm to Determin the Existence of Legal Firing Sequences in Ordinary Petri Nets,” IEEE Robotics and Automation Letters (Accepted, 2023).
Liang Qi, Yue Su, MengChu Zhou, and Abdullah Abusorrah, “A State-equation-based Backward Approach to a Legal Firing Sequence Existence Problem in Petri Nets,” IEEE Transactions on Systems, Man, and Cybernetics: Systems (Accepted, 2023).
XiWang Guo, Tingting Wei, Jiacun Wang, Shixin Liu, Shujin Qin, and Liang Qi, "Multi-objective U-shaped Disassembly Line Balancing Problem Considering Human Fatigue Index and An Efficient Solution," IEEE Transactions on Computational Social Systems (Accepted, 2023).
Shujin Qin, Jiawei Li, Jiacun Wang, Xiwang Guo, Shixin Liu, and Liang Qi, "A Salp Swarm Algorithm for Parallel Disassembly Line Balancing Considering Workers with Government Benefits", IEEE Transactions on Computational Social Systems (Accepted, 2023).
XiWang Guo, ZhiWei Zhang, Liang Qi*, ShiXin Liu, Ying Tan, and ZiYan Zhao, “Stochastic Hybrid Discrete Grey Wolf Optimizer for Multi-Objective Disassembly Sequencing and Line Balancing Planning in Disassembling Multiple Products,” IEEE Transactions on Automation Science and Engineering, DOI: 10.1109/TASE.2021.3133601, 2021.
HongWei Sun, Wei Liu, Liang Qi, XiaoJun Ren, and YuYue Du, “An Algorithm for Mining Indirect Dependencies From Loop-Choice-Driven Loop Structure via Petri Nets,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, DOI: 10.1109/TSMC.2021.3126473, 2021.
YaPing Fu, MengChu Zhou, XiWang Guo, Liang Qi, and Khaled Sedraoui, “Multiverse Optimization Algorithm for Stochastic Biobjective Disassembly Sequence Planning Subject to Operation Failures,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, DOI: 10.1109/TSMC.2021.3049323, 2021.
Nan Yang, ZeYu Zheng, MengChu Zhou, XiWang Guo, Liang Qi, and TianRan Wang, “A Domain-guided Noise-optimization-based Inversion Method for Facial Image Manipulation,” IEEE Transactions on Image Processing, vol. 30, pp. 6198-6211, June 22, 2021.
ZhongYing Zhao, Hui Zhou, Liang Qi, Liang Chang, and MengChu Zhou, “Inductive Representation Learning via CNN for Partially-unseen Attributed Networks,” IEEE Transactions on Network Science and Engineering, vol. 8, no. 1, pp. 695-706, Jan. 2021.
Yaping Fu, MengChu Zhou, Xiwang Guo, and Liang Qi, “Scheduling Dual-Objective Stochastic Hybrid Flow Shop With Deteriorating Jobs via Bi-Population Evolutionary Algorithm,” IEEE Transactions on Systems, Man, and Cybernetics: Systems, vol. 50, no. 12, pp. 5037-5048, Dec. 2020.
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, vol. 17, no. 4, pp. 1814-1828, Oct. 2020.
Xu Wang, MengChu Zhou, QiuHong Zhao, ShiXin Liu, XiWang Guo, and Liang Qi, “A Branch and Price Algorithm for Crane Assignment and Scheduling in Slab Yard,” IEEE Transactions on Automation Science and Engineering, vol. 18, no. 3, pp. 1122-1133, June 2020.
XiWang Guo, MengChu Zhou*, ShiXin Liu, and Liang Qi*, “Multi-resource Constrained Selective Disassembly with Maximal Profit and Minimal Energy Consumption,” IEEE Transactions on Automation Science and Engineering, vol. 18, no. 2, pp. 804-816, June 2020.
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.
ZiYan Zhao, ShiXin Liu, MengChu Zhou, XiWang Guo, and Liang 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.
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.
Xiwang Guo, Mengchu Zhou, Shixin Liu, and Liang 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.
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.
Yuanyuan Tan, MengChu Zhou, Yingying Wang, Xiwang Guo, and Liang 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.
Jia Wang, MengChu Zhou, Xiwang Guo, and Liang 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.
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 (《自动化学报英文版》), vol. 5, no. 5, pp. 934-945, Sep. 2018.
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.
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.
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.
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.
