Research output per year
Research output per year
Personal profile
Biography
Edward is a Research Fellow in the Department of Data Science and Artificial Intelligence in the Faculty of Information Technology at Monash University, and contributes to the Analytics and Decision Sciences program at CSIRO Data61. His research in combinatorial optimization spans the disciplines of operations research in mathematics and artificial intelligence in computer science. He specializes in branch-and-cut-and-price algorithms for decompositions and hybridizations of mixed integer linear programming and constraint programming.
Further information can be found at ed-lam.com, the Faculty of IT's Optimisation website and Data61's Analytics and Decision Sciences program.
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
Visitor, CSIRO - Data61 (Victoria)
2017 → …
Network
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Exact approaches to the multi-agent collective construction problem
Lam, E., Stuckey, P. J., Koenig, S. & Kumar, T. K. S., 2020, Principles and Practice of Constraint Programming: 26th International Conference, CP 2020 Louvain-la-Neuve, Belgium, September 7–11, 2020 Proceedings. Simonis, H. (ed.). Cham Switzerland: Springer, p. 743-758 16 p. (Lecture Notes in Computer Science; vol. 12241).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
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Joint vehicle and crew routing and scheduling
Lam, E., Van Hentenryck, P. & Kilby, P., Mar 2020, In: Transportation Science. 54, 2, p. 488-511 24 p.Research output: Contribution to journal › Article › Research › peer-review
3 Citations (Scopus) -
Large neighborhood search for temperature control with demand response
Lam, E., de Nijs, F., Stuckey, P. J., Azuatalam, D. & Liebman, A., 2020, Principles and Practice of Constraint Programming: 26th International Conference, CP 2020 Louvain-la-Neuve, Belgium, September 7–11, 2020 Proceedings. Simonis, H. (ed.). Cham Switzerland: Springer, p. 603-619 17 p. (Lecture Notes in Computer Science; vol. 12241).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
1 Citation (Scopus) -
New valid inequalities in branch-and-cut-and-price for Multi-agent Path Finding
Lam, E. & Le Bodic, P., 1 Jun 2020, Proceedings of the Thirtieth International Conference on Automated Planning and Scheduling. Christopher Beck, J., Buffet, O., Hoffmann, J., Karpas, E. & Sohrabi, S. (eds.). Palo Alto CA USA: Association for the Advancement of Artificial Intelligence (AAAI), p. 184-192 9 p. (Proceedings International Conference on Automated Planning and Scheduling, ICAPS; vol. 30).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review
Open AccessFile5 Citations (Scopus) -
Nutmeg: a MIP and CP hybrid solver using branch-and-check
Lam, E., Gange, G., Stuckey, P., Van Hentenryck, P. & Dekker, J. J., 8 Sep 2020, In: SN Operations Research Forum. 1, 3, 27 p., 22.Research output: Contribution to journal › Article › Research › peer-review
Open AccessFile
Prizes
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Doctoral Research Award
Lam, Edward (Recipient), 1 Oct 2019
Prize: Prize (including medals and awards)
Activities
- 1 Patents
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The Regents of the University of Michigan (External organisation)
Pascal Van Hentenryck (Inventor) & Edward Lam (Inventor)
20 Sep 2018Activity: Industry, Government and Philanthropy Engagement and Partnerships › Patents › Patent