Buke Lyu

ADDRESS: No.3 Shangyuancun, Haidian District, Beijing, China 100044
TEL: (86) 18813051135
EMAIL: lyubuke@gmail.com
PERSONAL WEBSITE: https://bookervsky.tech

I'm interested in optimization theories.

Education

Beijing Jiaotong University

M. E.
Traffic and Transportation Planning and Management

Sept 2023 - June 2026(Expected)

Beijing Jiaotong University

B. E.
Traffic Engineering

Sept 2018 - June 2022

Publications

Impact of Spatio-Temporal evolution of freeway networks on Socio-Economic Dynamics: A case study from Fujian, China.

Zhiyong Liu, Buke Lv, Zhaoxuan Liu, etc.
Transportation Research Part A: Policy and Practice
doi: 10.1016/j.tra.2025.104521
2025/08/01

Analysis of Spatial Characteristics and Driving Factors of Urban Public Transportation Travel Based on Point of Interest Data

Zhiyong Liu, Buke Lv, Xingbang Fu, etc.
Railway Transport and Economy
doi: 10.16668/j.cnki.issn.1003-1421.2024.00.01
(Accepted)

Research Experience

Curbside parking management

  • Contribution: Develop the algorithm and write the manuscript
  • Aims:Explore the bidirectional interplay between the distribution of on-street parking space and the equilibrium of traffic flow in an urban road network
  • Methodology:
    1. Designed a Bi-level optimization model to address the interaction between on-street parking space disytibution and traffic flow equilibrium
    2. Single-level reduction was applied to simplify the Bi-level structure, evolutionary Heuristics was employed to solve the reformulated single-level problem.
  • Achievement:A paper in progress
    • Oct 2024 - Present

    Advanced planning and scheduling for Vitasoy

  • Contribution: Design and implement the optimization model, including parameters configuration, model implementation and solution
  • Aims:Design the beverage production schedule for \textbf{Vitasoy}, ensure production satisfy customer demand meanwhile maintaining inventory at optimal level, minimizing production line changeover costs, accommodate manufacturing with varing raw-material blend formulations, etc.
  • Methodology:
    1. Penalty method were introduced to handle soft constraints such as inventory level and material production ratio
    2. Lexicographic method were introduced to solve the multi-objective problem
    • June 2025 - July 2025

    Impact of Spatio-Temporal evolution of freeway networks on Socio-Economic Dynamics: A case study from Fujian, China

  • Contribution: Design the model and write the manuscript
  • Aims:Explore the relationship between freeway network evolution and socio-economic dynamics
  • Methodology: Multiscale geographically and temporally weighted regression (MGTWR) is employed to quantify the economic stimulatory effects of freeway network evolution
  • Achievement:A paper published on Transportation Research Part A: Policy and Practice
    • Nov 2023 - May 2025

    Employment Experience

    Algorithm Engineer Intern

    UHALEAN INFORMATION TECHNOLOGY(SHANGHAI) CO., LTD
  • Design and implement demand forecast algorithms such as XGBOOST, ARIMA, Exponential Smoothing, etc. for
  • Design and implement Advanced production schedule for VitaSoy, formulate and solve a multi-objective optimization problem under real-world complex constraints.
    • June 2025 - Aug 2025

    Project Assistant

    Beijing Zohetec Co., Ltd
    May 2023 - Sept 2023

    Skills

    Programming Languages & Tools
    Language
    • English (IELTS 7.5)
    • Mandarin Chinese (Native)