Projects 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
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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Projects
- 2 Active
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ID25I10198: Herramientas de machine learning y optimización para mejora de calidad de soluciones de ruteo de vehículos y última milla
Lagos, F. (Director) & Aburto, L. (Alternate Director)
Agencia Nacional de Investigación y Desarrollo
2/06/25 → 2/06/27
Project: Research
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1251812: Integrating first- and last-mile logistics operations to offer customer-centered delivery services
Lagos, F. (Co-Investigator)
Agencia Nacional de Investigación y Desarrollo
1/04/25 → 1/04/28
Project: Research
Research output
- 9 Article
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The stochastic and dynamic inventory routing problem with fine time granularity: A reinforcement learning approach
Lagos, F., Jan 2026, In: Computers and Operations Research. 185, 107298.Research output: Contribution to journal › Article › peer-review
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Scenario consensus algorithms for solving stochastic and dynamic problems
Lagos, F., Sep 2025, In: Journal of Global Optimization. 93, 1, p. 175-213 39 p.Research output: Contribution to journal › Article › peer-review
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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
2 Scopus citations -
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
15 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 Access6 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