Fausto Errico
Professeur
Department
Département de génie des systèmes
Degrees
M.Sc. Università di Ferrara, Ph.D. Politecnico di Milano
Office
A-3491
Email
Overview
Research Areas
- Sustainable Development, Circular Economy and Environmental Issues
- Intelligent and Autonomous Systems
Expertise
- Decision making under uncertainty
- Sequential and real-time decision making
- Planning and resource allocation under uncertainty
- Transportation, logistics, and distribution systems
- Learning-based decision policies
- Reinforcement Learning and Stochastic Optimization
- Large-scale optimization and decomposition approaches
Courses and supervision
Course
Supervision
- En codirection avec : Ola Jabali
Solving Dynamic and Stochastic Vehicle Routing Problems by Approximate Dynamic Programming, par Mohsen Dastpak
Automne 2026 - En codirection avec : Guy Desaulniers
Machine Learning and Reinforcement Learning for Column Generation and Branch-and-Price Algorithms, par Mohamed Boulaich
Automne 2026 - En codirection avec : Mathias Glaus
Prévention d'interblocages à horizon limité de contraintes transférables adaptée aux systèmes de transport cybernétiques à rampes d'accès latérales ou verticales, par Louis-Pierre Pagé
Automne 2026
- Short Term Management of Hydro-Power System Using Reinforcement Learning, par Mahdi Zarghami
Hiver 2018 - En codirection avec : Mathias Glaus
Analyse de la performance de la méthode d'imputation de données manquantes missForest et application à des données environnementales, par Paul Dixneuf
Hiver 2019 - En codirection avec : Luc Pellecuer
A study on traffic signal patterns and performance measures accounting for pedestrian and vehicle flows, par Farzaneh Montazeri
Hiver 2023 - Méthodes de décomposition et d'échantillonnage pour les problèmes de conception de réseaux à grande échelle dans le cadre des systèmes de transport semi-flexibles, par Joaquim Jusseau
Été 2026
- Optimisation du routage de véhicules en Roll-on Roll-off pour la collecte des déchets de construction : une étude de cas, par Alix Vignalou-Perer
Été 2026 - Planification tactique et opérationnelle d’un système de transport semi-flexible de type feeder, par Elise Neyens
Automne 2026 - En codirection avec : Witold Suryn
Étude préalable à la mise en place d'un système de bus semi-flexible sur l'Île de Montréal, par Megguy Guyon
Été 2015 - Algorithme Das-Pick&D, par Damien Philippe
Automne 2016 - Optimisation de l'itinéraire pour les véhicules électriques en mode de recharge dynamique, sans fil, par Irina Sambueva
Été 2018 - Analyse comparative des différentes technologies de batteries pour la distribution de marchandises avec véhicules électriques, par Viviane Agnimo
Été 2017 - Design, Simulation and Analysis of a Semi-Flexible Transit System in the Montreal Urban Region, par Danial Mirshahi
Automne 2021 - Optimisation stochastique de la consommation énergétique des bâtiments intelligents, par Romain Lemaire
Automne 2026
- Transport en commun intermodal au Québec : état de l'art et analyse critique, par Jennifer Baskarane
Automne 2015
Publications
Publications
- Pietro Belotti, Fausto Errico, Federico Malucelli, Antonio Tommaso Massetti. 2024 « Optimization of e-bike networks ». Transportation Planning and Technology vol. 47 , nº 6. p. 922-943
- Mohsen Dastpak, Fausto Errico, Ola Jabali, Federico Malucelli. 2024 « Dynamic routing for the electric vehicle shortest path problem with charging station occupancy information ». Transportation Research Part C: Emerging Technologies vol. 158
- Clément Altman, Guy Desaulniers, Fausto Errico. 2023 « The Fragility-Constrained Vehicle Routing Problem with Time Windows ». Transportation Science vol. 57 , nº 2. p. 289-572
- Mohsen Dastpak, Fausto Errico, Ola Jabali. 2023 « Off-line approximate dynamic programming for the vehicle routing problem with a highly variable customer basis and stochastic demands ». Computers and Operations Research vol. 159
- Borzou Rostami, Fausto Errico, Andrea Lodi. 2023 « A convex reformulation and an outer approximation for a large class of binary quadratic programs ». Operations Research vol. 71 , nº 2. p. 471-486
- Farzaneh Montazeri, Fausto Errico, Luc Pellecuer. 2022 « Comparison of the performance of hybrid traffic signal patterns and conventional alternatives when accounting for both pedestrians and vehicles ». Sustainability vol. 14 , nº 20
- Fausto Errico, Teodor Gabriel Crainic, Federico Malucelli, Maddalena Nonato. 2021 « The single-line design problem for demand-adaptive transit systems: A modeling framework and decomposition approach for the stationary-demand case ». Transportation Science vol. 55 , nº 6. p. 1300-1321
- Borzou Rostami, Guy Desaulniers, Fausto Errico, Andrea Lodi. 2021 « Branch-price-and-cut algorithms for the vehicle routing problem with stochastic and correlated travel times ». Operations Research vol. 69 , nº 2. p. 436-455
- F. Errico, G. Desaulniers, M. Gendreau, W. Rei, L. M. Rousseau. 2018 « The vehicle routing problem with hard time windows and stochastic service times ». EURO Journal on Transportation and Logistics vol. 7 , nº 3. p. 223-251
- Fausto Errico, Teodor Gabriel Crainic, Federico Malucelli, Maddalena Nonato. 2017 « A benders decomposition approach for the symmetric TSP with generalized latency arising in the design of semiflexible transit systems ». Transportation Science vol. 51 , nº 2. p. 706-722
- Teodor Gabriel Crainic, Fausto Errico, Walter Rei, Nicoletta Ricciardi. 2016 « Modeling demand uncertainty in two-tier city logistics tactical planning ». Transportation Science vol. 50 , nº 2. p. 559-578
- Guy Desaulniers, Fausto Errico, Stefan Irnich, Michael Schneider. 2016 « Exact algorithms for electric vehicle-routing problems with time windows ». Operations Research vol. 64 , nº 6. p. 1388-1405
- F. Errico, G. Desaulniers, M. Gendreau, W. Rei, L. M. Rousseau. 2016 « A priori optimization with recourse for the vehicle routing problem with hard time windows and stochastic service times ». European Journal of Operational Research vol. 249 , nº 1. p. 55-66
- Fausto Errico, Teodor Gabriel Crainic, Federico Malucelli, Maddalena Nonato. 2013 « A survey on planning semi-flexible transit systems: Methodological issues and a unifying framework ». Transportation Research Part C: Emerging Technologies vol. 36. p. 324-338
- Teodor Gabriel Crainic, Fausto Errico, Federico Malucelli, Maddalena Nonato. 2012 « Designing the master schedule for demand-adaptive transit systems ». Annals of Operations Research vol. 194 , nº 1. p. 151-166
- Paul Dixneuf, Mathias Glaus, Fausto Errico. 2018 « A computational study on imputation methods for environmental applications ». Communication lors de la conférence : 2018 Optimization Days = Journées de l'Optimisation 2018 (Montreal, QC, Canada, May 07-09, 2018)
- Fausto Errico. 2014 « A priori optimization with recourse for the vehicle routing problem with hard time windows and stochastic service times ». Communication lors de la conférence : 20th Conference of the International Federation of Operational Research Societies (Barcelona, Spain, July 13-18, 2014)
- Fausto Errico. 2014 « A priori optimization with recourse for the vehicle routing problem with hard time windows and stochastic service times ». Communication lors de la conférence : Journées de l'optimisation / Optimization Days (Montreal, QC, Canada, May 5-7, 2014)
- Fausto Errico, Guy Desaulniers, Michel Gendreau, Walter Rei, Louis-Martin Rousseau. 2013 « Vehicle routing problem with hard time windows and stochastic service times ». Communication lors de la conférence : TRISTAN VIII, Eighth Triennial Symposium on Transportation Analysis (San Pedro de Atacama, Chile, June 9-14, 2013)
- Carlos Monardes, Claudio Contardo, Guy Desaulniers, Fausto Errico, Alejandro Mac Cawley, Jorge Vera. 2019 « Wineries capacity planning model under climate uncertainty ». Proceedings of the III International Conference on Agro BigData and Decision Support Systems in Agriculture (BigDSSAgro) (Valparaíso, Chile, Sept. 25-27, 2019) Universidad Técnica Federico Santa María, Chile
- Fausto Errico, Guy Desaulniers, Andrea Lodi, Borzou Rostam. 2018 « Exact and approximate solution methods for the vehicle routingproblem with stochastic and correlated travel times ». Seventh International Workshop on Freight Transportation and Logistics (ODYSSEUS) (Cagliari, Sardinia, Italy, June 03-08, 2018) Università degli Studi di Cagliari
- Fausto Errico, Mohamed Ichchou, Sergio De Rosa, Olivier Bareille, Francesco Franco. 2018 « A wave finite element technique for the calculation of the flow-induced vibrations of periodic and axial-symmetric structures ». INTER-NOISE and NOISE-CON Congress and Conference Proceedings, NOVEM 2018 (Ibiza, Spain, May 7-9, 2018) Institute of Noise Control Engineering
- G. Desaulniers, F. Errico, S. Irnich, M. Schneider. 2015 « Exact algorithms for electric vehicle-routing problems with time windows ». Sixth International Workshop on Freight Transportation and Logistics (ODYSSEUS) (Ajaccio, Corse, France, May 31 - June 05, 2015)
- Clément Pira, Roberto Wolfler Calvo, Fausto Errico, Vincent Jost, Marc Porcheron, Pascale Bendotti, Georgios Petrou. 2014 « Column generation for an electricity production planning problem with stochastic outage duration ». The Conference on Optimization and Practices in Industry, PGMO-COPI’14 (Paris, France, Oct. 28-31, 2014)
- Fausto Errico, Guy Desaulniers, Michel Gendreau, Walter Rei, Louis-Martin Rousseau. 2013 « Vehicle routing problem with hard time windows and stochastic service times ». Proceedings of TRISTAN VIII, Eighth Triennial Symposium on Transportation Analysis (San Pedro de Atacama, Chile, June 9-14, 2013)
- T. G. Crainic, F. Errico, W. Rei, N. Ricciardi. 2012 « Modeling demand uncertainty in two-tiered city logistics planning - A Monte Carlo study ». Fifth International Workshop on Freight Transportation and Logistics (ODYSSEUS) (Mykonos, Greece, May 21-25, 2012)
- Teodor Gabriel Crainic, Fausto Errico, Walter Rei, Nicoletta Ricciardi. 2012 « Integrating c2e and c2c Traffic into City Logistics Planning ». Seventh International Conference on City Logistics 2011 (Mallorca, Spain, June 07-09, 2011) Elsevier Procedia
- Fausto Errico, Teodor Gabriel Crainic, Federico Malucelli, Maddalena Nonato. 2010 « A benders decomposition approach for the design of demand-adaptive transit systems ». Seventh Triennial Symposium on Transportation Analysis (TRISTAN VII) (Tromso, Norway, June 20-25, 2010)
- Nicoletta Ricciardi, Teodor Gabriel Crainic, Fausto Errico, Walter Rei. 2010 « Uncertainty in planning city logistics operations ». Seventh Triennial Symposium on Transportation Analysis (TRISTAN VII) (Tromso, Norway, June 20-25, 2010)
- T. G. Crainic, F. Errico, F. Malucelli, M. Nonato. 2009 « On the design of a flexible transportation system ». Transport Management And Land-Use Effects in Presence of Unusual Demand: The XVI International Conference SIDT (Milan, Italy, June 29-30, 2009) Maggioli Editore
- T. G. Crainic, F. Errico, F. Malucelli, M. Nonato. 2009 « Proposal for evaluation of demand-adaptive transit systems ». Transportation Research Board 88th Annual Meeting (Washington DC, USA, Jan. 11-15, 2009) Transportation Research Board
- T. G. Crainic, F. Errico, W. Rei, N. Ricciardi. 2009 « Evaluating two-echelon city logistics systems ». Fourth International Workshop on Freight Transportation and Logistics (ODYSSEUS) (Cesme, Izmir, Turkey, May 26-29, 2009)
- Teodor Gabriel Crainic, Fausto Errico, Federico Malucelli, Maddalena Nonato. 2008 « Designing the master schedule for demand-adaptive transit systems ». PATAT 2008 : The 7th Conference on the Practice and Theory of Automated Timetabling (Montreal, QC, Canada, Aug. 18-22, 2008) EURO Working Group on Automated Timetabling
- T. G. Crainic, F. Errico, F. Malucelli, M. Nonato. 2007 « Towards designing flexible transportation systems ». Sixth Triennial Symposium on Transportation Analysis (TRISTAN VI) (Phuket, Thailand, June 10-15, 2007)
- Fausto Errico, Teodor Gabriel Crainic, Federico Malucelli, Maddalena Nonato. 2020 « The single-line design problem for demand-adaptive transit systems: a modeling framework and decomposition approach for the stationary-demand case ». Montréal, Québec : Interuniversity Research Centre on Enterprise Networks, Logistics and Transportation (CIRRELT). 37 p.
- Borzou Rostami, Guy Desaulniers, Fausto Errico, Andrea Lodi. 2018 « A PCA-based approximation scheme for combinatorial optimization with uncertain and correlated data ». Polytechnique Montréal, département de mathématiques et génie industriel.
- Borzou Rostami, Guy Desaulniers, Fausto Errico, Andrea Lodi. 2018 « The vehicle routing problem with stochastic and correlated travel times ». Montréal : Polytechnique Montréal, département de mathématiques et génie industriel.
- Borzou Rostami, Fausto Errico, Andrea Lodi. 2018 « A convex reformulation and an outer approximation for a class of binary quadratic program ». Polytechnique Montréal, département de mathématiques et génie industriel.