Carolina Osorio

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 16

Top Topics

Optimization Algorithm

Computationally Efficient

Top Venues

Dagstuhl Reports

Publications

Shushman Choudhury, Abdul Rahman Kreidieh, Iveel Tsogsuren, Neha Arora, Carolina Osorio, Alexandre M. Bayen
Scalable Learning of Segment-Level Traffic Congestion Functions. CoRR (2024)
Suyash C. Vishnoi, Akhil Shetty, Iveel Tsogsuren, Neha Arora, Carolina Osorio
On the Use of Abundant Road Speed Data for Travel Demand Calibration of Urban Traffic Simulators. SIGSPATIAL/GIS (2023)
Martin Mladenov, Sanjay Ganapathy Subramaniam, Chih-Wei Hsu, Neha Arora, Andrew Tomkins, Craig Boutilier, Carolina Osorio
An adversarial variational inference approach for travel demand calibration of urban traffic simulators. SIGSPATIAL/GIS (2022)
Martin Gairing, Carolina Osorio, Britta Peis, David P. Watling, Katharina Eickhoff
Dynamic Traffic Models in Transportation Science (Dagstuhl Seminar 22192). Dagstuhl Reports 12 (5) (2022)
Jing Lu, Tianli Zhou, Carolina Osorio
Adaptive Partitioning Strategy for High-Dimensional Discrete Simulation-based Optimization Problems. CoRR (2021)
Carolina Osorio, Bilge Atasoy
Efficient Simulation-Based Toll Optimization for Large-Scale Networks. Transp. Sci. 55 (5) (2021)
Jing Lu, Carolina Osorio
On the approximation of queue-length distributions in transportation networks. CoRR (2021)
Neha Arora, Yi-Fan Chen, Sanjay Ganapathy, Yechen Li, Ziheng Lin, Carolina Osorio, Andrew Tomkins, Iveel Tsogsuren
An Efficient Simulation-Based Travel Demand Calibration Algorithm for Large-Scale Metropolitan Traffic Models. CoRR (2021)
Neha Arora, Theophile Cabannes, Sanjay Ganapathy, Yechen Li, Preston McAfee, Marc Nunkesser, Carolina Osorio, Andrew Tomkins, Iveel Tsogsuren
Quantifying the sustainability impact of Google Maps: A case study of Salt Lake City. CoRR (2021)
Evan Fields, Carolina Osorio, Tianli Zhou
A Data-Driven Method for Reconstructing a Distribution from a Truncated Sample with an Application to Inferring Car-Sharing Demand. Transp. Sci. 55 (3) (2021)
Xiao Chen, Carolina Osorio, Bruno Filipe Santos
Simulation-Based Travel Time Reliable Signal Control. Transp. Sci. 53 (2) (2019)
Jing Lu, Carolina Osorio
A Probabilistic Traffic-Theoretic Network Loading Model Suitable for Large-Scale Network Analysis. Transp. Sci. 52 (6) (2018)
Roberto Cominetti, Tobias Harks, Carolina Osorio, Britta Peis
Dynamic Traffic Models in Transportation Science (Dagstuhl Seminar 18102). Dagstuhl Reports 8 (3) (2018)
Linsen Chong, Carolina Osorio
A Simulation-Based Optimization Algorithm for Dynamic Large-Scale Urban Transportation Problems. Transp. Sci. 52 (3) (2018)
Carolina Osorio, Jana Yamani
Analytical and Scalable Analysis of Transient Tandem Markovian Finite Capacity Queueing Networks. Transp. Sci. 51 (3) (2017)
Carolina Osorio, Krishna Kumar Selvam
Simulation-Based Optimization: Achieving Computational Efficiency Through the Use of Multiple Simulators. Transp. Sci. 51 (2) (2017)
Carolina Osorio, Kanchana Nanduri
Energy-Efficient Urban Traffic Management: A Microscopic Simulation-Based Approach. Transp. Sci. 49 (3) (2015)
Carolina Osorio, Linsen Chong
A Computationally Efficient Simulation-Based Optimization Algorithm for Large-Scale Urban Transportation Problems. Transp. Sci. 49 (3) (2015)
Carolina Osorio, Gunnar Flötteröd
Capturing Dependency Among Link Boundaries in a Stochastic Dynamic Network Loading Model. Transp. Sci. 49 (2) (2015)
Carolina Osorio, Michel Bierlaire
A Simulation-Based Optimization Framework for Urban Transportation Problems. Oper. Res. 61 (6) (2013)
Franco Chingcuanco, Carolina Osorio
A procedure to select the best subset among simulated systems using economic opportunity cost. WSC (2013)
Carolina Osorio, Hoda Bidkhori
Combining metamodel techniques and Bayesian selection procedures to derive computationally efficient simulation-based optimization algorithms. WSC (2012)
Carolina Osorio, Linsen Chong
An efficient simulation-based optimization algorithm for large-scale transportation problems. WSC (2012)
Carolina Osorio, Michel Bierlaire
A tractable analytical model for large-scale congested protein synthesis networks. Eur. J. Oper. Res. 219 (3) (2012)
Carolina Osorio, Michel Bierlaire
An analytic finite capacity queueing network model capturing the propagation of congestion and blocking. Eur. J. Oper. Res. 196 (3) (2009)