教授/博士生导师
教育经历
1993.07，获东北大学自动化专业学士学位
1999.03，获东北大学系统工程专业硕士学位
2015.11，获东北大学控制理论与控制工程专业博士学位
工作经历
2024.01-至今，东北大学，教授
2023.07-至今，东北大学，博士生导师
2016.01-2023.12，东北大学，副教授
2002.01-2015.12，东北大学，讲师
研究方向
大数据知识工程，计划调度建模，智能优化算法，网络优化技术。
招收博士/硕士方向
欢迎自动化、工业智能、人工智能等专业学生报考博士、硕士研究生。
项目
1.基于数据驱动的智慧办案关键技术研究与应用开发，辽宁省重点研发计划项目，2022.11-2024.01，项目负责人。
2.基于安可环境的数战宝平台关键技术研究与应用，辽宁省重点研发计划项目，2022.06-2024.01，项目负责人。
3.分布式制造模式下基于强化学习设备运维实时同步与重组的方法研究，国家自然科学基金面上项目，2023.01-2026.12，项目负责人。
4.面向智慧农业的云上昌宁信息服务平台的开发，中央高校基本科研业务专项资金，2020.01-2021.12，项目负责人。
5.基于数据驱动的智能经营决策推演系统，企业委托科技项目，2022.12-2024.06，项目执行负责人。
6.工程监理技术的咨询，企业委托科技项目，2021.01-2023.12，项目负责人。
7.第三方信息技术咨询服务，企业委托科技项目，立项日期：2018.4-2019.12，项目负责人。
学术论文
期刊论文
1.Jianyou Xu, Chinchia Wu, Winchin Lin, Yuwei Chang, Kaixiang Hu. A bi-criterion sequence-dependent scheduling problem with order deliveries. PeerJ Computer Science,1,(1):2024,[SCI检索].[JCR 二区].
2.Jianyou Xu, Yan Qian, Shuo Zhang, Chin- Chia Wu. Demand Prediction of Shared Bicycles Based on Graph Convolutional Network-Gated Recurrent Unit-Attention Mechanism.Mathematics,11,(24):2023,[SCI检索].[JCR 一区].
3.Shuo Zhang, Jianyou Xu, Yingli Qiao. Multi-Objective Q-Learning-Based Brain Storm Optimization for Integrated Distributed Flow Shop and Distribution Scheduling Problems.Mathematics,11,(20):2023,[SCI检索].[JCR 一区].
4.Jianyou Xu, Chin-Chia Wu, Juin-Han Chen, Yu-Hsiang Chung, Yu-Wei Chang, Win-Chin Lin. A Two-Machine Learning Date Flow-Shop Scheduling Problem with Heuristics and Population-Based GA to Minimize the Makespan.Mathematics,11,(19):2023,[SCI检索].[JCR 一区].
5.Jianyou Xu, Shuo Zhang, Chin-Chia Wu, Win-Chin Lin, Qing-Li Yuan. Application of adaptive adjacency matrix-based graph convolutional neural network in taxi demand forecasting.Mathematics,10,(19):2022,[SCI检索].[JCR 一区].
6.Lung-Yu Li, Jianyou Xu, Shuenn-Ren Cheng, Xingong Zhang, Jia-Cheng Lin, Zong-Lin Wu, Chin-Chia Wu. A genetic hyper-heuristic for an order scheduling problem with two scenario-dependent parameters in a parallel-machine environment.Mathematics,10,(21):2022,[SCI检索].[JCR 一区].
7.Chin-Chia Wu, Win-Chin Lin, Ameni Azzouz, Jianyou Xu, Yen-Lin Chiu, Yung-Wei Tsai, Pengyi Shen. A bi-criterion single-machine scheduling problem with a step-improving processing times.Computers & Industrial Engineering. 171,2022,[SCI检索].[JCR 一区].
8.Chin‑Chia Wu, Ameni Azzouz, Jia‑Yang Chen, Jianyou Xu, Wei‑Lun Shen, Lingfa Lu, Lamjed Ben Said, Win‑Chin Lin. A two-agent one-machine multitasking scheduling problem solving by exact and metaheuristics. Complex & Intelligent Systems,8,2021,[SCI检索].[JCR 一区].
9.Win-Chin Lin,Jianyou Xu, Danyu Bai, I-Hong Chung, Shang-Chia Liu.Artificial bee colony algorithms for the order scheduling with release dates.Soft Computing,23,(18):2019,[SCI检].[JCR 一区].
10.Jianyou Xu, Shang-Chia Liu, Chuanli Zhao, Junjie Wu, Win-Chin Lin, Pay-Wen Yu. An iterated local search and tabu search for two-parallel machine scheduling problem to minimize the maximum total completion time. Journal of Information and Optimization Sciences,40,(3):2019,[EI检索].
11.Jan-Yee Kung,Jiahui Duan,Jianyou Xu,I-Hong Chung,Shuenn-Ren Cheng,Win-Chin Lin.Metaheuristics for Order Scheduling Problem with Unequal Ready Times.Discrete Dynamics in Nature and Society,2018,[SCI检索].[JCR 三区].
12.Jianyou Xu,Yunqiang Yin, Yu Cheng,Chin-Chia Wu.A two-machine flowshop scheduling problem with a job precedence constraint to minimize the total completion time.Journal of Scientific & Industrial Research (JSIR),76,(12):2018,[SCI检索].[JCR 三区].
13.Jianyou Xu,Chin-Chia Wu, Yunqiang Yin,Win-Chin Lin.An Iterated Local Search for the Multi-objective Permutation Flowshop Scheduling Problem wtih Sequence-dependent Setup Times.Applied Soft Computing,52,(3):2017,[SCI检索].[JCR 一区].
14.Jianyou Xu, Win-Chin Lin, Junjie Wu, Shuenn-Ren Cheng, Zi-Ling Wang. Heuristic based genetic algorithms for the re-entrant total completion time flowshop scheduling with learning consideration.International Journal of Computational Intelligence Systems,9,(6):2016,[SCI检索].
15.Jianyou Xu,Chin-Chia Wu, Yunqiang Yin, Chuanli Zhao, Yi-Tang Chiou,Win-Chin Lin.An order scheduling problem with position-based learning effect.Computers & Operations Research,74,(10):2016,[SCI检索].
16.Yunqiang Yin,Jianyou Xu,T.C.E. Cheng.Approximation schemes for single-machine scheduling with a fixed maintenance activity to minimize the total late work.Naval Research Logistics,63,(2):2016,[SCI检索].[JCR 三区].
17.Du-Jun Wang,Yunqiang Yin, Jianyou Xu, Wen-Hsiang Wu,Chin-Chia Wu.Some due date determination scheduling problems with two agents on a single machine.International Journal of Production Economics,168,(10):2015,[SCI检索].[JCR 一区].
18.Jianyou Xu,Yunqiang Yin, T.C.E. Cheng, Chin-Chia Wu,Shusheng Gu.A memetic algorithm for the re-entrant permutation flowshop scheduling problem to minimize the makespan.Applied Soft Computing,24,2014,[SCI检索].
19.Jianyou Xu,Yunqiang Yin, T.C.E. Cheng, Chin-Chia Wu, Shusheng Gu.An Improved Memetic Algorithm based on a Dynamic Neighbourhood for the Permutation Flowshop Scheduling Problem.International Journal of Production Research,52,(4):2014,[SCI检索].
20.Chin-Chia Wu,Wen-Hsiang Wu, Wen-Hung Wu, Peng-Hsiang Hsu,Jianyou Xu.A single-machine scheduling with a truncated linear deterioration and ready times.Information Sciences,256,(1):2014,[SCI检索].[JCR 一区].
会议论文
1.Jianyou Xu, Zhichao Zhang, Shuo Zhang, Jiayao Miao. An Improved Traffic Signal Control Method Based on Multi-agent Reinforcement Learning. Proceedings of the 40th Chinese Control Conference,2021,[EI检索].
2.Jianyou Xu, Wei Shi, Shuo Zhang. An Ensemble Learning Method with Feature Fusion for Industrial Control System Anomaly Detection. 33rd Chinese Control and Decision Conference,2021,[EI检索].
获奖
1.2023.06获东北大学优秀共产党员
2.2021.06获东北大学直属部门党委优秀共产党员
3.2021.05获东北大学基金工作先进个人
4.2020.05获东北大学招生宣传先进个人
5.2020.01获沈阳市反恐工作先进个人
社会兼职
1.国家自然科学基金，通讯评审专家
2.Computers & Operations Research、Applied Soft Computing、Computers & Industrial Engineering、Expert Systems With Applications等国际期刊审稿人
3.辽宁省教育网络安全和信息化专家委员会委员
4.辽宁省软件行业协会专家
5.辽宁省商用密码专家
联系方式
办公地址：信息学馆522、计算中心203
电子邮箱：xujianyou@ise.neu.edu.cn
个人主页：/neu/mu_faculty/xujianyou
