20152019
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Personal profile

Biography

I am a scientist working on combinatorial optimisation in the Faculty of Information Technology at Monash University and at CSIRO Data61. My research interest is solving graph optimisation problems using decompositions and hybridisations of mixed integer programming and constraint programming. In particular, I study branch-and-cut-and-price algorithms for shortest path, traveling salesmen and vehicle routing problems. I received the 2019 Doctoral Research Award from the Association for Constraint Programming, and I serve as a member of the AAAI program committee.

Further information can be found at ed-lam.com, the Faculty of IT's Optimisation website and Data61's Analytics program.

Education/Academic qualification

Computer Science, PhD, The University of Melbourne

Mathematics and Statistics, BSc(Hons), The University of Melbourne

External positions

Visitor, CSIRO Data61

2017 → …

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Research Output 2015 2019

  • 3 Conference Paper
  • 1 Article

Branch-and-cut-and-price for Multi-Agent Pathfinding

Lam, E., Bodic, P. L., Harabor, D. D. & Stuckey, P. J., 2019, Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence. Kraus, S. (ed.). California USA: International Joint Conferences on Artificial Intelligence, p. 1289-1296 8 p.

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

Open Access
File

Branch-and-check with explanations for the Vehicle Routing Problem with Time Windows

Lam, E. & Van Hentenryck, P., 2017, Principles and Practice of Constraint Programming : 23rd International Conference, CP 2017 Melbourne, VIC, Australia, August 28 – September 1, 2017 Proceedings. Beck, J. C. (ed.). Cham Switzerland: Springer, p. 579-595 17 p. (Lecture Notes in Computer Science ; vol. 10416).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

A branch-and-price-and-check model for the vehicle routing problem with location congestion

Lam, E. & Hentenryck, P. V., Jul 2016, In : Constraints. 21, 3, p. 394-412 19 p.

Research output: Contribution to journalArticleResearchpeer-review

Joint Vehicle and Crew Routing and Scheduling

Lam, E., Van Hentenryck, P. & Kilby, P., 2015, Principles and Practice of Constraint Programming : 21st International Conference, CP 2015 Cork, Ireland, August 31 – September 4, 2015 Proceedings. Pesant, G. (ed.). Cham Switzerland: Springer, p. 654-670 17 p. (Lecture Notes in Computer Science ; vol. 9255).

Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review