Research output per year
Research output per year
Personal profile
Biography
I am a Research Fellow in the Department of Data Science and Artificial Intelligence at Monash University. My research lies at the intersection of combinatorial optimization and neuro-symbolic artificial intelligence. I develop high-performance algorithms for routing, scheduling, planning, control and analytics. This work is primarily applied to automated decision-making in the transportation, logistics and warehousing sectors.
See ed-lam.com for more details.
Education/Academic qualification
Computer Science, PhD, University of Melbourne
Award Date: 1 Apr 2019
Mathematics and Statistics, BSc(Hons), University of Melbourne
Award Date: 1 Dec 2010
External positions
Affiliate, CSIRO - Data61 (Victoria)
2017 → …
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
A scalable approach for delivering grid stability services by way of coordinated electric vehicle charging and discharging
Jiang, C., Dunstall, S., Wang, H., Smith, D. & Lam, E., 2024, 51st International Conference on Computers & Industrial Engineering (CIE51). K. Chakrabortty, R., H. Turan, H., Govindan, K. & Dessouky, Y. (eds.). Association for Information Systems, Vol. 2024-December. p. 1785-1794 10 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research
-
Optimal Unlabeled Pebble Motion on Trees
Le Bodic, P. & Lam, E., 2024, Proceedings of the 17th International Symposium on Combinatorial Search. Felner, A. & Li, J. (eds.). Washington DC USA: Association for the Advancement of Artificial Intelligence (AAAI), p. 218-222 5 p. (Proceedings of the International Symposium on Combinatorial Search; vol. 17, no. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open Access1 Citation (Scopus) -
Exact anytime multi-agent path finding using branch-and-cut-and-price and large neighborhood search
Lam, E., Harabor, D., Stuckey, P. J. & Li, J., 2023, Proceedings of the Thirty-Third International Conference on Automated Planning and Scheduling 2023. Koenig, S., Stern, R. & Vallati, M. (eds.). 1 ed. Palo Alto California USA : Association for the Advancement of Artificial Intelligence (AAAI), Vol. 33. p. 254-258 5 p.Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open Access5 Citations (Scopus) -
Branch-and-cut-and-price for Multi-Agent Path Finding
Lam, E., Le Bodic, P., Harabor, D. & Stuckey, P. J., Aug 2022, In: Computers and Operations Research. 144, 13 p., 105809.Research output: Contribution to journal › Article › Research › peer-review
42 Citations (Scopus) -
Branch-and-cut-and-price for the Electric Vehicle Routing Problem with Time Windows, Piecewise-Linear Recharging and Capacitated Recharging Stations
Lam, E., Desaulniers, G. & Stuckey, P. J., Sept 2022, In: Computers and Operations Research. 145, 16 p., 105870.Research output: Contribution to journal › Article › Research › peer-review
64 Citations (Scopus)
Prizes
Activities
- 1 Patents
-
Regents of University of Michigan (External organisation)
Van Hentenryck, P. (Inventor) & Lam, E. (Inventor)
20 Sept 2018Activity: Industry, Government and Philanthropy Engagement and Partnerships › Patents › Patent