Andrea Lodi
Orcid: 0000-0001-9269-633XAffiliations:
- Cornell Tech, New York, USA
- École Polytechnique de Montréal, Quebec, Canada (former)
- Università di Bologna, DEI "Guglielmo Marconi", Italy (former)
According to our database1,
Andrea Lodi
authored at least 244 papers
between 1999 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on zbmath.org
-
on orcid.org
-
on id.loc.gov
-
on d-nb.info
On csauthors.net:
Bibliography
2024
A solution algorithm for chance-constrained problems with integer second-stage recourse decisions.
Math. Program., May, 2024
Math. Program., January, 2024
J. Oper. Res. Soc., January, 2024
Oper. Res. Lett., 2024
An Exact Method for (Constrained) Assortment Optimization Problems with Product Costs.
INFORMS J. Comput., 2024
INFORMS J. Comput., 2024
Eur. J. Oper. Res., 2024
Dynamic rebalancing optimization for bike-sharing systems: A modeling framework and empirical comparison.
Eur. J. Oper. Res., 2024
Dual Policy Reinforcement Learning for Real-time Rebalancing in Bike-sharing Systems.
CoRR, 2024
CoRR, 2024
CoRR, 2024
Comput. Oper. Res., 2024
Equitable Congestion Pricing under the Markovian Traffic Model: An Application to Bogota.
Proceedings of the 25th ACM Conference on Economics and Computation, 2024
Proceedings of the Integer Programming and Combinatorial Optimization, 2024
Proceedings of the Integer Programming and Combinatorial Optimization, 2024
2023
SIAM J. Math. Data Sci., December, 2023
Oper. Res. Lett., July, 2023
Machine-Learning-Based Arc Selection for Constrained Shortest Path Problems in Column Generation.
INFORMS J. Optim., April, 2023
A Convex Reformulation and an Outer Approximation for a Large Class of Binary Quadratic Programs.
Oper. Res., March, 2023
J. Mach. Learn. Res., 2023
INFORMS J. Comput., 2023
Frontiers Appl. Math. Stat., 2023
A theoretical and computational equilibria analysis of a multi-player kidney exchange program.
Eur. J. Oper. Res., 2023
CoRR, 2023
Proceedings of the 24th ACM Conference on Economics and Computation, 2023
Neural Networks for Local Search and Crossover in Vehicle Routing: A Possible Overkill?
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2023
Proceedings of the 23rd Symposium on Algorithmic Approaches for Transportation Modelling, 2023
2022
A Classifier to Decide on the Linearization of Mixed-Integer Quadratic Problems in CPLEX.
Oper. Res., November, 2022
Dagstuhl Reports, October, 2022
SIAM J. Optim., 2022
Guidelines for the computational testing of machine learning approaches to vehicle routing problems.
Oper. Res. Lett., 2022
npj Digit. Medicine, 2022
Math. Program., 2022
Math. Program., 2022
Oper. Res., 2022
Predicting Tactical Solutions to Operational Planning Problems Under Imperfect Information.
INFORMS J. Comput., 2022
On the Estimation of Discrete Choice Models to Capture Irrational Customer Behaviors.
INFORMS J. Comput., 2022
INFORMS J. Comput., 2022
J. Heuristics, 2022
CoRR, 2022
The Machine Learning for Combinatorial Optimization Competition (ML4CO): Results and Insights.
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
OptiMaP: swarm-powered Optimized 3D Mapping Pipeline for emergency response operations.
Proceedings of the 18th International Conference on Distributed Computing in Sensor Systems, 2022
Proceedings of the Metaheuristics - 14th International Conference, 2022
Predicting Waiting Time and Quality of Kidney Offers for Kidney Transplant Candidates.
Proceedings of the Artificial Intelligence in Medicine, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
An Exact Algorithmic Framework for a Class of Mixed-Integer Programs with Equilibrium Constraints.
SIAM J. Optim., 2021
A note on the Lasserre hierarchy for different formulations of the maximum independent set problem.
Oper. Res. Lett., 2021
Design and implementation of a modular interior-point solver for linear optimization.
Math. Program. Comput., 2021
The Covering-Assignment Problem for Swarm-Powered Ad Hoc Clouds: A Distributed 3-D Mapping Usecase.
IEEE Internet Things J., 2021
Branch-Price-and-Cut Algorithms for the Vehicle Routing Problem with Stochastic and Correlated Travel Times.
Oper. Res., 2021
INFORMS J. Comput., 2021
Tabu search for the time-dependent vehicle routing problem with time windows on a road network.
Eur. J. Oper. Res., 2021
Eur. J. Oper. Res., 2021
CoRR, 2021
CoRR, 2021
Predicting the probability distribution of bus travel time to move towards reliable planning of public transport services.
CoRR, 2021
Can Machine Learning Help in Solving Cargo Capacity Management Booking Control Problems?
CoRR, 2021
Estimating the Impact of an Improvement to a Revenue Management System: An Airline Application.
CoRR, 2021
Proceedings of AAAI Symposium on Survival Prediction, 2021
The Machine Learning for Combinatorial Optimization Competition (ML4CO): Results and Insights.
Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the 27th International Conference on Principles and Practice of Constraint Programming, 2021
Proceedings of the 11th IEEE Annual Computing and Communication Workshop and Conference, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
INFORMS J. Optim., October, 2020
IEEE Trans. Image Process., 2020
Preface to the special issue of INFOR on "continuous optimization and applications in machine learning and data analytics".
INFOR Inf. Syst. Oper. Res., 2020
A multicut outer-approximation approach for competitive facility location under random utilities.
Eur. J. Oper. Res., 2020
EURO J. Transp. Logist., 2020
Learning to handle parameter perturbations in Combinatorial Optimization: An application to facility location.
EURO J. Transp. Logist., 2020
EURO J. Comput. Optim., 2020
CoRR, 2020
Ecole: A Gym-like Library for Machine Learning in Combinatorial Optimization Solvers.
CoRR, 2020
Integrated integer programming and decision diagram search tree with an application to the maximum independent set problem.
Constraints An Int. J., 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods, 2020
A Learning-Based Algorithm to Quickly Compute Good Primal Solutions for Stochastic Integer Programs.
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2020
Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2020
2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2019
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2019
2018
Transp. Sci., 2018
Oper. Res. Lett., 2018
Optim. Lett., 2018
EURASIP J. Wirel. Commun. Netw., 2018
Predicting Solution Summaries to Integer Linear Programs under Imperfect Information with Machine Learning.
CoRR, 2018
A Comparison of Optimization Methods for Multi-objective Constrained Bin Packing Problems.
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2018
Proceedings of the Integration of Constraint Programming, Artificial Intelligence, and Operations Research, 2018
2017
Math. Program., 2017
EURO J. Comput. Optim., 2017
Partial enumeration algorithms for Two-Dimensional Bin Packing Problem with guillotine constraints.
Discret. Appl. Math., 2017
Proceedings of the Integer Programming and Combinatorial Optimization, 2017
2016
Math. Program. Comput., 2016
Math. Program., 2016
Design and Control of Public-Service Contracts and an Application to Public Transportation Systems.
Manag. Sci., 2016
Comput. Optim. Appl., 2016
2015
RAIRO Oper. Res., 2015
Erratum to "Mathematical programming techniques in water network optimization" [Eur. J. Oper. Res. 243(2015) 774-788].
Eur. J. Oper. Res., 2015
Eur. J. Oper. Res., 2015
Proceedings of the 2015 International Symposium on Wireless Communication Systems (ISWCS), 2015
2014
Generation of Antipodal Random Vectors With Prescribed Non-Stationary 2-nd Order Statistics.
IEEE Trans. Signal Process., 2014
IEEE/ACM Trans. Netw., 2014
SIAM J. Optim., 2014
Eur. J. Oper. Res., 2014
Single-commodity robust network design problem: Complexity, instances and heuristic solutions.
Eur. J. Oper. Res., 2014
Proceedings of the Experimental Algorithms - 13th International Symposium, 2014
Proceedings of the International Conference on High Performance Computing & Simulation, 2014
Tactical Versus Operational Discrete Event Simulation: A Breast Screening Case Study.
Proceedings of the 28th European Conference on Modelling and Simulation, 2014
2013
Proceedings of the Hybrid Metaheuristics, 2013
Ann. Oper. Res., 2013
Proceedings of the Integer Programming and Combinatorial Optimization, 2013
2012
Math. Program., 2012
INFORMS J. Comput., 2012
J. Heuristics, 2012
Comput. Oper. Res., 2012
Proceedings of the Combinatorial Optimization - Second International Symposium, 2012
2011
Math. Program. Comput., 2011
Int. Trans. Oper. Res., 2011
A fast and efficient algorithm to exploit multi-user diversity in IEEE 802.16 BandAMC.
Comput. Networks, 2011
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2011
Proceedings of the Integration of AI and OR Techniques in Constraint Programming for Combinatorial Optimization Problems, 2011
2010
Proceedings of the Matheuristics - Hybridizing Metaheuristics and Mathematical Programming, 2010
Oper. Res. Lett., 2010
Electron. Notes Discret. Math., 2010
Discret. Optim., 2010
Proceedings of the Experimental Algorithms, 9th International Symposium, 2010
Proceedings of the Integer Programming and Combinatorial Optimization, 2010
Practical Solution of Periodic Filtered Approximation as a Convex Quadratic Integer Program.
Proceedings of the Complex Systems Design & Management, 2010
Proceedings of the 50 Years of Integer Programming 1958-2008, 2010
2009
Proceedings of the 8th Cologne-Twente Workshop on Graphs and Combinatorial Optimization, 2009
2008
Math. Program., 2008
Approximation Algorithms for the Capacitated Multi-Item Lot-Sizing Problem via Flow-Cover Inequalities.
Math. Oper. Res., 2008
Discret. Optim., 2008
2007
Discret. Optim., 2007
Approximation Algorithms for the Multi-item Capacitated Lot-Sizing Problem Via Flow-Cover Inequalities.
Proceedings of the Integer Programming and Combinatorial Optimization, 2007
Proceedings of the Integer Programming and Combinatorial Optimization, 2007
Proceedings of the Principles and Practice of Constraint Programming, 2007
2006
Math. Oper. Res., 2006
Discret. Optim., 2006
Proceedings of the Algorithms, 2006
2005
Math. Oper. Res., 2005
Proceedings of the 46th Annual IEEE Symposium on Foundations of Computer Science (FOCS 2005), 2005
2004
Ann. Oper. Res., 2004
Proceedings of the Integer Programming and Combinatorial Optimization, 2004
2003
Math. Program., 2003
Proceedings of the Principles and Practice of Constraint Programming, 2003
Proceedings of the Handbook of Metaheuristics, 2003
2002
J. Heuristics, 2002
Eur. J. Oper. Res., 2002
Ann. Math. Artif. Intell., 2002
Proceedings of the Integer Programming and Combinatorial Optimization, 2002
Proceedings of the Integer Programming and Combinatorial Optimization, 2002
2001
Manag. Sci., 2001
Discret. Appl. Math., 2001
Proceedings of the Combinatorial Optimization, 2001
Proceedings of the Combinatorial Optimization, 2001
2000
Eur. J. Oper. Res., 2000
Proceedings of the Principles and Practice of Constraint Programming, 2000
1999
Heuristic and Metaheuristic Approaches for a Class of Two-Dimensional Bin Packing Problems.
INFORMS J. Comput., 1999
Solution of the Cumulative Assignment Problem With a Well-Structured Tabu Search Method.
J. Heuristics, 1999
Eur. J. Oper. Res., 1999
Electron. Notes Discret. Math., 1999
Soving TSP with Time Windows with Constraints.
Proceedings of the Logic Programming: The 1999 International Conference, Las Cruces, New Mexico, USA, November 29, 1999
Proceedings of the Principles and Practice of Constraint Programming, 1999