GUO Yuhan

Brief Education and Work Background

Zhejiang University of Science and Technology, School of Science (Associate Professor), Aug 2021-Present

Liaoning Technical University, School of Software (Associate Professor), Jan 2015-Jul 2021

Laboratory of Information and Automation of Arras, France (Post-Doc), Jan 2013-Dec 2014

Université Lille Nord de France, France, Computer and automation (Doctorate), Sep 2009-Jan 2013

Harbin Institute of Technology, China, Software engineering (Master), Sep 2007-Jul 2009

Université Bordeaux 1, France, Industrial engineering (Master), Sep 2007-Jul 2009

Harbin Institute of Technology, China, Computer Science (Baccalaureate), Sep 2001-Jul 2005

Email: 65911969@qq.com

Main Research Interests

1. Artificial intelligence and big data application in transportation.

2. Intelligent algorithm design and implementation.

Main Research Projects

Presided over and participated in 9 national and provincial scientific research projects.

[1] Serving Local Project of Provincial Department of Education, Research and Implementation of Resource Allocation Optimization for Local Enterprises Based on High Coupling Big Data, 2022,

[2] Natural Science Foundation of Liaoning Province, Research on Collaborative Optimization of Green Supply Chain for Small and Medium Manufacturing Enterprises Based on Machine Learning, 2021.

[3] General Research Project of Provincial Department of Education, Research on the Dynamic Matching Problem of Spatiotemporal Density Weighted Shared Objects, 2021.

[4] General Research Project of Provincial Department of Education, Research on Autonomous Solution Platform for Building Green Supply Chain Networks Based on Machine Learning, 2019.

[5] Natural Science Foundation of Liaoning Province, Research on Building a Green Supply Chain Network Based on Multi operator Adaptive Genetic Algorithm, 2017.

[6] National Natural Science Foundation of China, Research on Place Name Address Matching and Retrieval Methods Based on Semantic Mining, 2016.

Main Published Papers

Published more than 30 papers in prestigious journals and conferences (including 15 papers published in Top SCI journals), applied for 15 invention patents, received several scientific research awards, and guided students to win more than 50 national and provincial competition awards.

(https://orcid.org/0000-0002-6855-0338)

[1] Guo Yuhan, Yu Junyu, Hamid Allaoui. Lateral collaboration with cost-sharing in sustainable supply chain optimization: a combinatorial framework [J]. Transportation Research Part E: Logistics and Transportation Review, 2022. (SCI, JCR Q1, TOP)

[2] Guo Yuhan, Zhang Yu, Boulaksil Youssef, Hamid Allaoui. Modelling and analysis of online ride-sharing platforms - a sustainability perspective [J]. European Journal of Operational Research, 2022. (SCI, JCR Q1, TOP)

[3] Guo Yuhan, Zhang Yu, Boulaksil Youssef. Real-time Ride-sharing Framework with Dynamic Timeframe and Anticipation-based Migration [J]. European Journal of Operational Research, 2021, 288: 810-828. (SCI, JCR Q1, TOP)

[4] Allaoui Hamid, Guo Yuhan, Sarkis Joseph. Decision support for collaboration planning in sustainable supply chains [J]. Journal of Cleaner Production, 2019, 229: 761-774. (SCI, JCR Q1, TOP)

[5] Guo Yuhan, Zhang Yu, Boulaksil Youssef, Tian Ning. Multi-dimensional Spatiotemporal Demand Forecasting and Service Vehicle Dispatching for Online Car-hailing Platforms [J]. International Journal of Production Research, 2021, 10.1080/00207543. 2021.1871675. (SCI, JCR Q1)

[6] Guo Yuhan, Yu Junyu, Boulaksil Youssef, Hamid Allaoui. Solving the sustainable supply chain network design problem by the multi-neighborhood descent traversal algorithm [J]. Computers & Industrial Engineering, 2020, 10.1016/j.cie.2021.107098. (SCI, JCR Q1)

[7] Guo Yuhan, Hu Fangxia, Allaoui Hamid, Boulaksil Youssef. A distributed approximation approach for solving the sustainable supply chain network design problem [J]. International Journal of Production Research, 2019, 57(11): 3695-3718. (SCI, JCR Q1)

Books

[1] Guo Yuhan. Python Machine Learning. China Machine Press, 2021.

[2] Guo Yuhan. Machine Learning Algorithms and Implementation. China Machine Press, 2023.