World's Best Scientists 2026 revealed!

D-Index & Metrics

Computer Science

D-Index
73
Citations
18889
World Ranking
1608
National Ranking
29

Overview

Andrew Lim is affiliated with the National University of Singapore in Singapore. Their research primarily focuses on engineering, with a particular emphasis on industrial and manufacturing engineering, automotive engineering, artificial intelligence, management science and operations research, and building and construction.

Their work covers a range of topics within these fields. Main topics include vehicle routing optimization methods, transportation and mobility innovations, consumer market behavior and pricing, complex network analysis techniques, smart parking systems research, supply chain and inventory management, and optimization and packing problems.

Andrew Lim's recent publications demonstrate contributions to the field of transportation and optimization. Notable papers include:

  • "Learning Improvement Heuristics for Solving Routing Problems," 2021, IEEE Transactions on Neural Networks and Learning Systems
  • "Deep Reinforcement Learning for Solving the Heterogeneous Capacitated Vehicle Routing Problem," 2021, IEEE Transactions on Cybernetics
  • "Multi-trip time-dependent vehicle routing problem with time windows," 2020, European Journal of Operational Research
  • "The Multi-visit Traveling Salesman Problem with Multi-Drones," 2021, Transportation Research Part C Emerging Technologies
  • "Heterogeneous Attentions for Solving Pickup and Delivery Problem via Deep Reinforcement Learning," 2021, IEEE Transactions on Intelligent Transportation Systems

They frequently collaborate with several coauthors, including Chongshou Li, Zhenzhen Zhang, Shixiong Wang, Wen Song, and Zhiguang Cao. This collaboration underpins much of their published work.

Andrew Lim's works appear in various academic venues. Their frequent publication venues include:

  • arXiv (Cornell University)
  • European Journal of Operational Research
  • Computers & Operations Research
  • SSRN Electronic Journal
  • IEEE Transactions on Intelligent Transportation Systems

In addition to journal articles, Andrew Lim has contributed to book publications, with one known title: Filipino Care Workers in Israel, published by Amsterdam University Press, projected for 2025.

Best Publications

  • A Metaheuristic for the Pickup and Delivery Problem with Time Windows

    Haibing Li;Andrew Lim

  • Nurse rostering problems––a bibliographic survey

    Brenda Cheang;Haibing Li;Andrew Lim;Brian Rodrigues

  • The berth planning problem11This research is part of a project the author has with the Port of Singapore Authority. The author was a senior technical consultant in that project. This research was supported in part by the NUS Research Front RP3972679.

    Andrew Lim

  • Reliable logistics networks design with facility disruptions

    Peng Peng;Lawrence V. Snyder;Andrew Lim;Andrew Lim;Zuli Liu

  • Dynamic Mean-Variance Portfolio Selection with No-Shorting Constraints

    Xun Li;Xun Yu Zhou;Andrew E. B. Lim

  • D(k)-index: an adaptive structural summary for graph-structured data

    Qun Chen;Andrew Lim;Kian Win Ong

  • Mean-Variance Portfolio Selection with Random Parameters in a Complete Market

    Andrew E. B. Lim;Xun Yu Zhou

  • On automated grading of programming assignments in an academic institution

    Brenda Cheang;Andy Kurnia;Andrew Lim;Wee-Chong Oon

  • Learning Improvement Heuristics for Solving Routing Problems..

    Yaoxin Wu;Wen Song;Zhiguang Cao;Jie Zhang

  • Machine Learning and Portfolio Optimization

    Gah-Yi Ban;Noureddine El Karoui;Andrew E. B. Lim

  • Learning Robust Features using Deep Learning for Automatic Seizure Detection

    Pierre Thodoroff;Joelle Pineau;Andrew Lim

  • k -Center problems with minimum coverage

    Andrew Lim;Brian Rodrigues;Fan Wang;Zhou Xu

  • Truck dock assignment problem with operational time constraint within crossdocks

    Zhaowei Miao;Andrew Lim;Hong Ma

  • A stochastic beam search for the berth allocation problem

    Fan Wang;Andrew Lim

  • Crossdocking—JIT scheduling with time windows

    Yanzhi Li;Andrew Lim;Brian Rodrigues

  • Quadratic Hedging and Mean-Variance Portfolio Selection with Random Parameters in an Incomplete Market

    Andrew E. B. Lim

  • Relative Entropy, Exponential Utility, and Robust Dynamic Pricing

    Andrew E. B. Lim;J. George Shanthikumar

  • The over-constrained airport gate assignment problem

    H. Ding;A. Lim;B. Rodrigues;Y. Zhu

  • Metaheuristics with Local Search Techniques for Retail Shelf-Space Optimization

    Andrew Lim;Brian Rodrigues;Xingwen Zhang

  • Multiple crossdocks with inventory and time windows

    Ping Chen;Yunsong Guo;Andrew Lim;Brian Rodrigues

Frequent Co-Authors

Sartaj Sahni
Sartaj Sahni University of Florida
Roberto Baldacci
Roberto Baldacci Hamad bin Khalifa University
David H. C. Du
David H. C. Du University of Minnesota
Wynne Hsu
Wynne Hsu National University of Singapore
Jie Zhang
Jie Zhang Nanyang Technological University
Chaobin He
Chaobin He National University of Singapore
Songcan Chen
Songcan Chen Nanjing University of Aeronautics and Astronautics
Joelle Pineau
Joelle Pineau McGill University
Prathima Agrawal
Prathima Agrawal Auburn University
Hoong Chuin Lau
Hoong Chuin Lau Singapore Management University

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