Penghui Guo（郭鹏辉）

南京航空航天大学 经济与管理学院
College of Economics and Management
Nanjing University of Aeronautics and Astronautics
29 Jiangjun Avenue
Nanjing Jiangsu, 211106 China
Email: m@guo.ph

Updated: 2024-04-24

My CV / Google Scholar / ORCiD

Profile

Penghui Guo (“郭鹏辉” in Chinese) is a PhD student at the College of Economics and Management, Nanjing University of Aeronautics and Astronautics (NUAA), China. He earned his master’s degree in management science and engineering (industrial engineering) from NUAA, and his bachelor’s degree in industrial engineering from Henan Polytechnic University, China. His main research focus is on humanitarian logistics, specifically the modeling methods and algorithms under uncertainty for humanitarian relief. He has published several papers in peer-reviewed journals including the European Journal of Operational Research, Systems Engineering - Theory & Practice (“系统工程理论与实践” in Chinese), and Systems Engineering (“系统工程” in Chinese). His website is https://guo.ph.

Education

Ph.D. Candidate, Management Science and Engineering, Apr. 2019 - present

• Nanjing University of Aeronautics and Astronautics, Nanjing, China
• College of Economics and Management
• Concentrations: Disaster and Emergency Operations Management

Visiting Student, Industrial Engineering, Sep. 2019 - Dec. 2019

• Texas State University, San Marcos, U.S.
• UTIL Lab at Ingram School of Engineering

M.S., Management Science and Engineering, Apr. 2019

• Nanjing University of Aeronautics and Astronautics, Nanjing, China
• College of Economics and Management
• Concentrations: Disaster Operations Management
  
• Thesis: Models and Algorithms for Post Disaster Rescue Route Optimization (full text: CNKI,PREPRINT)

B.S., Industrial Engineering, Jul. 2015

• Henan Polytechnic University, Jiaozuo, China
• School of Energy Science and Engineering

Research Interests

• Disaster and Humanitarian Operations Management: The location, routing, and allocation problem for humanitarian planning and response.
• Optimization Modeling and Algorithms: Stochastic programming, mixed-integer programming, and decomposition algorithms. Development for optimization packages.

Research Experience

• Project Supported by Foundation of Graduate Innovation Center in NUAA, 2017 - 2018
  • Name of the Project: Integrated Optimization for Large-scale Natural Disaster Emergency Rescue Location-Routing-Allocation Problem

Publications

[3] Guo, P., & Zhu, J.* (2023). Capacity reservation for humanitarian relief: A logic-based Benders decomposition method with subgradient cut. European Journal of Operational Research, 311(3), 942–970. https://doi.org/10.1016/j.ejor.2023.06.006 (PREPRINT; DATA)

[2] Guo, P., Zhu, J.*, & Wang, H. (2019). Location-routing-allocation Problem with Consolidated Shipping of Heterogeneous Relief Supplies in Post-disaster Rescue. Systems Engineering - Theory & Practice, 39(9), 2345-2360. https://doi.org/10.12011/1000-6788-2018-0108-16 (in Chinese, PREPRINT)

[1] Guo, P., Zhu, J.*, & Wang, H. (2018). Multi-location Emergency Rescue Route Optimization under the Condition of Natural Disaster Considering Safety and Time Cost. Systems Engineering, 36(6), 62-70. http://www.cnki.com.cn/Article/CJFDTotal-GCXT201806007.htm (in Chinese, PREPRINT)

(* represents the corresponding author)

Open Source Projects

• Benders.jl https://github.com/phguo/Benders.jl, May 2022 - present
  • A Julia package for Benders decomposition and its variants (now support the classical Benders).
• BendersLib https://pypi.org/project/BendersLib, Jun. 2021 - present
  • A Python library for Benders decomposition (under development).
• VRP2E https://github.com/phguo/VRP2E, Jan. 2018
  • A coevolutionary-algorithm solver for multi-objective two-echelon vehicle routing problems.
• arxiv-latex-cleaner (contributor), https://github.com/google-research/arxiv-latex-cleaner, Jan. 2022
  • A 3k+ stars tool that cleans the LaTeX code for submitting to arXiv.

Scholarships, Honors, and Awards

• “Short-term visiting Ph.D. scholarship” supported by Nanjing University of Aeronautics and Astronautics for three months, Jun. 2019
• 2nd Price of the 2nd National Innovation Competition of Industrial Engineering and Lean Management, May 2019
• Outstanding Postgraduate Student of Nanjing University of Aeronautics and Astronautics, Jul. 2019
• 3rd Price of the 15th China Post-Graduate Mathematical Contest in Modeling, Dec. 2018
• National Scholarship for Graduate Students by Ministry of Education of the P.R.C, Oct. 2018
• 3rd Price of the 2018 NUAA Post-Graduate Mathematical Contest in Modeling, Jun. 2018
• 3rd Price of the 14th China Post-Graduate Mathematical Contest in Modeling, Dec. 2017