Research Output per year
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 focuses on solving graph optimisation problems using decompositions and hybridisations of mixed integer linear programming and constraint programming. I primarily study branch-and-cut-and-price algorithms for shortest path problems, traveling salesmen problems and vehicle routing problems.
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, University of Melbourne
Mathematics and Statistics, BSc(Hons), University of Melbourne
External positions
Visitor, CSIRO Data61
2017 → …
Network
Recent external collaboration on country level. Dive into details by clicking on the dots.
Research Output
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.). Marina del Rey CA USA: Association for the Advancement of Artificial Intelligence (AAAI), p. 1289-1296 8 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open Access
File
1
Citation
(Scopus)
Branch-and-cut-and-price for the cardinality-constrained multi-cycle problem in kidney exchange
Lam, E. & Mak-Hau, V., 2019, In : Computers and Operations Research. 115, 11 p., 104852.Research output: Contribution to journal › Article › Research › peer-review
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 proceeding › Conference Paper › Research › peer-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 journal › Article › Research › peer-review
9
Citations
(Scopus)
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 proceeding › Conference Paper › Research › peer-review
5
Citations
(Scopus)