Research output per year
Research output per year
Personal profile
Research Interests
My research focuses mainly on mathematical system models applied to Transportation and Logistics. I have studied the continuous-time variant of the Inventory Routing Problem using time-expanded networks and linear and integer optimization. I also have studied dynamic and stochastic vehicle routing problems and metaheuristics for these problems.
Key Words
Logistics; Integer Programming; Machine Learning.
Profession
No Information
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
PhD, Georgia Institute of Technology
Award Date: 14 Dec 2019
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Collaborations and top research areas from the last five years
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Research output
- 7 Article
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The Online Shortest Path Problem: Learning Travel Times Using a Multiarmed Bandit Framework
Lagos, T., Auad, R. & Lagos, F., Jan 2025, In: Transportation Science. 59, 1, p. 28-59 32 p.Research output: Contribution to journal › Article › peer-review
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Multi-armed bandit-based hyper-heuristics for combinatorial optimization problems
Lagos, F. & Pereira, J., 1 Jan 2024, In: European Journal of Operational Research. 312, 1, p. 70-91 22 p.Research output: Contribution to journal › Article › peer-review
9 Scopus citations -
Urban Origin–Destination Travel Time Estimation Using K-Nearest-Neighbor-Based Methods
Lagos, F., Moreno, S., Yushimito, W. F. & Brstilo, T., Apr 2024, In: Mathematics. 12, 8, 1255.Research output: Contribution to journal › Article › peer-review
Open Access2 Scopus citations -
Branch-and-price for routing with probabilistic customers
Lagos, F., Klapp, M. A. & Toriello, A., Sep 2023, In: Computers and Industrial Engineering. 183, 109429.Research output: Contribution to journal › Article › peer-review
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Dynamic discretization discovery for solving the Continuous Time Inventory Routing Problem with Out-and-Back Routes
Lagos, F., Boland, N. & Savelsbergh, M., May 2022, In: Computers and Operations Research. 141, 105686.Research output: Contribution to journal › Article › peer-review
Open Access8 Scopus citations
Press/Media
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University of Adolfo Ibanez Researchers Update Knowledge of Mathematics (Urban Origin-Destination Travel Time Estimation Using K-Nearest-Neighbor-Based Methods)
Yushimito, W., Lagos, F. & Moreno, S.
15/05/24
1 item of Media coverage
Press/Media