2

Bienvenue !

Welcome to the 11th
Triennal Symposium on
Transportation Analysis

Contents
3

Bienvenue !

4

Global Program

6

Plenary sessions

10

Conference Program

14

Day trip

16

Conference Program

20

The Mauritius Island

24

Accommodation

28

Committees

Latifa Oukhellou

Latifa Oukhellou is Research
Director and Director of the
GRETTIA Lab at Université
Gustave Eiffel, France.

After the past couple of years of living with the pandemic,
we are pleased to welcome you to the Island of Mauritius for
the Eleventh Triennial Symposium on Transportation Analysis(TRISTAN XI), which takes place from the 19th to the 25th ofJune 2022. This year also marks the 30th anniversary of thesymposium, which we are happy to celebrate together. We arepleased to welcome you to the Ravenala Attitude Hotel. Thissymposium will be an opportunity to showcase recent research
and applications in transportation analysis and transportation
science. We will also enjoy one full-day excursion, which
provides a chance to interact and enjoy the marine treasuresof the island. We sincerely hope to maintain the tradition of this
symposium as a place of scientific excellence, exchange andpotential collaborations, and a place where new relationships
within our scientific community can be developed.
The transport and logistics sectors have undergone major
paradigm shifts in recent years. The health crisis and theuncertainties it generates, the changes in use and thesustainability issues facing all players are all paradigm shiftsthat need to be taken into account, including in their researchdimension. The TRISTAN Conference aims to contribute to theseresearch issues.
The conference program covers both people and freighttransportation and logistics, by all modes, at all geographicalscales and planning-operation levels. Innovative presentationsof models, methodologies and applications will be given, mainly
optimization and operations research-based but also control
systems, complex networks and computer science approaches.
The selection process was particularly competitive this year,
as we received 289 extended abstracts. Together with the cochairs of this edition, the members of the Program Committee
and the Scientific Committee, we selected 134 extended
abstracts (roughly 46%) for presentation at the symposium. We
are very grateful to all the reviewers for their voluntary work.
The symposium program will run in three parallel sessions withmore than 120 participants worldwide. We want to thank all theauthors for their work in submitting papers with an excellent
scientific level for the TRISTAN XI symposium.
We hope that after Mauritius, the reputation of the conference
will be perpetuated and that this will inspire colleagues toorganize the next edition of the conference, which will give us
another opportunity to meet in other places of the world.

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5

Global Program
SundayJune 19

MondayJune 20

8:00 -

11th Triennal Symposium on
Transportation Analysis
WednesdayJune 22

Tuesday
June 218:30 -

Opening

9:00 -

BLeisure
Plenary Session
Marta G. Gonzales

9:30 10:00 -Masterclass

BLeisure

Mobility
patterns 2

Mobility
services 1

Break

10:30 -

Think Tank 1
Multi-echelon freight
distribution

9:30 -

BLeisure

Think Tank 1 MasterclassThink Tank 1

11:00 -

11:30 -

Mobility
patterns 1

Vehiclerouting 1

Railway Traffic mo- On-demand
Publictransport
deling 1
mobility 1 transport 1

11:30 -

12:00 Lunch at
Restaurant Mozaic

13:00 -

Lunch atRestaurant Mozaic

13:30 14:00 -Masterclass
Autonomous
driving

14:30 15:00 15:30 -BLeisure

Think Tank 1

ChoicemodelsRailway timetabling

BLeisure
Plenary Session
Nikolas Geroliminis

Masterclass
Urban
networks

Break

16:00 -

BLeisure
Routing

Think Tank 1
Energy andtransport

Railway
Mobility
traffic maServices 2
nagement

Masterclass

BLeisure

ML and data
Vehicleanalytics forrouting 2transport

MasterclassThink Tank 1 Robot andPublictransport 2

Masterclass

17:00 -

Electric
vehicles

17:30 18:00 -BLeisure

Think Tank 1

Crowdsourcesdeliveries

Air traffic
management

Masterclass

BLeisure

Traffic as- On-demand
signment mobility 2

12:30 13:00 -Day Trip

13:30 -

Lunch
included

Lunch atRestaurant Mozaic

BLeisure
Plenary Session
Teodor Crainic

14:00 14:30 15:00 -Masterclass

BLeisure

Think Tank 1

15:30 -

Traffic modeling 2

Vehiclerouting 3

Sharedmobility

16:00 -

Break

16:30 -

Break

16:30 Think Tank 1
Railwaycapacity

17:00 -

Masterclass

BLeisure

Think Tank 1

17:30 -

Traffic
control

Disasterand crisis

Urban
planning

18:00 -

18:30 -

20:30 -

Think Tank 1

dronesBLeisure
Markets

Think Tank 1
Freight
modeling

12:00 -

12:30 -

20:00 -

BLeisureBreak

10:30 -

Masterclass

19:30 -

ML forrouting/
fleet mgt

10:00 -

Break
BLeisure

Masterclass

9:00 -

11:00 -

19:00 -

FridayJune 24

8:00 -

Registration

8:30 -

ThursdayJune 23

18:30 6:30 pm to
8:30 pm
WelcomeCocktailat
A Tavola !
Garden

19:00 19:30 -7:00 pm to 11:00 pm
Gala Dinner

20:00 -

Cocktail at Beach Volley Ground
Dinner at Restaurant Ō

20:30 -

Lunch atRestaurant Mozaic

BLeisure

Think Tank 1

Location/
Allocation
problemLogistic
networks
designClosing6

Plenary session

day 1

Monday, June 20

Plenary session

day 2

Tuesday, June 21

Large-scalemonitoring andperimeter control
for congested
transport networks

Modeling and
Planning Urban
Systems with Novel
Data Sources
Marta C. Gonzales

Marta C. Gonzalez is Associate Professor ofCity and Regional Planning at the University ofCalifornia, Berkeley, and a Physics Researchfaculty in the Energy Technology Area (ETA) at
the Lawrence Berkeley National Laboratory.
She works in the urban science space, focusing
on the intersections between people withinsocial networks and the built and naturalenvironments. Her goal is to design urban
solutions through new technologies. To that
end, she has developed tools that impact
transportation research and discovered novel
approaches to model human mobility and theadoption of energy technologies. Statisticalphysics of complex systems and network
science informs her scientific approach.
Gonzalez’s research includes applying big data
to understanding human network behavior, withapplications in transportation networks, energy
efficiency planning, and disease proliferation
characterization.
Prior to joining Berkeley, Marta worked as an
Associate Professor of Civil and Environmental
Engineering at MIT, a member of the Operations
Research Center and the Center for Advanced
Urbanism. She is a member of the scientificcouncil of technology companies such as
Gran Data, PTV and the Pecan Street Project
consortium.

Urban mobility models are important in awide range of applications.
Current mainstream models require sociodemographic information from costly manual
surveys, which are small in sample sizes
and updated in low frequency. I present the
TimeGeo modeling framework of individual
mobility.
It extracts all required features from passive,and sparse digital traces of mobile phones.
In the second part, I present applications of
this framework in city planning. Examples aremanaging the adoption of electric vehicles,
extracting behavioral information fromcredit card transactions and managing traffic
demand.

Nikolas Geroliminis

Prof. Nikolas Geroliminis is Full Professor at
EPFL and the head of the Urban Transport
Systems Laboratory (LUTS). Before joining
EPFL he was an Assistant Professor in the
Department of Civil Engineering at the
University of Minnesota. He has a diploma in
Civil Engineering from the National Technical
University of Athens (NTUA) and a MSc and Ph.D.
in civil engineering from University of California,
Berkeley. His research interests focus primarily
on urban transportation systems, traffic flow
theory and control, public transportation andon-demand transport, car sharing, Optimizationand Large Scale Networks.
He is a recipient of the ERC Starting Grant
METAFERW: Modeling and controlling traffic
congestion and propagation in large-scaleurban multimodal networks. Among his recent
initiatives is the creation of an open-sciencelarge-scale dataset of naturalistic urban
trajectories of half a million vehicles that havebeen collected by one-of-a-kind experiment
by a swarm of drones. Among other editorial
responsibilities, he is currently the EditorIn-Chief of Transportation Research part C:
Emerging Technologies.

Human mobility in congested city centers
is a complex dynamical system with highdensity of population, many transport modes
to compete for limited available space andmany operators that try to efficiently manage
different parts of this system. New emerging
modes of transportation, such as ride-hailingand on-demand services create additional
opportunities, but also more complexity.
The new era of sharing information and‘big data world’ has raised our expectation
to make mobility more predictable andcontrollable through a better utilizationof existing resources and capacity. The
primary motivation of this talk is to study thespatiotemporal relation of congested links inlarge networks, develop new advancementsin the Macroscopic Fundamental Diagram,observe congestion propagation froma macroscopic perspective, identify theeffect of multimodal interactions in network
capacity and finally, design network-level
control strategies to improve multimodal
mobility. Investigating the clustering
problem over time helps us reveal thehidden information during the process ofcongestion formation and dissolution. In
this framework, we will be able to chasewhere congestion originates and how traffic
management systems affect its formationand the time it finishes. Different control
strategies are developed based on principles
of optimization and control theory.

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Plenary session

day 4

Thursday, June 23

Capacity andService Planningin FreightTransportation
Teodor Gabriel Crainic

Teodor Gabriel Crainic is Full Professor ofOperations Research, Transportation, andLogistics, and holds the Chair on Intelligent
Logistics and Transportation Systems Planningin the School of Management, Université duQuébec à Montréal. He is also Adjunct Professor,
Department of Computer Science and Operations
Research, Université de Montréal, and seniorscientist at CIRRELT, the Interuniversity ResearchCenter for Enterprise Networks, Logistics andTransportation, where he is Director of theIntelligent Transportation Systems Laboratory.
Professor Crainic is a member of the Royal
Society of Canada – The Academies of Arts,
Humanities and Sciences of Canada. He
co-founded, in 1991, the TRISTAN - TRienial
Symposium on Transportation Analysis and, in
2000, the Odysseus - International Workshop
on Freight Transportation and Logistics series
of international meetings. He contributes toseveral editorial boards. He was President of theTransportation Science and Logistics Society of
INFORMS, Director of the Centre for Researchon Transportation (currently CIRRELT), andreceived the 2006 Merit Award of the Canadian
Operational Research Society.

The shippers, carriers, and intermediaries
making up the freight transportation
ecosystem wave a dense network ofrequests and offers of service to move or
store loads, and the resulting multimodal
vehicle and terminal flows enabling thefreight journeys from origins to destinations.
We focus on the consolidation-based
component of the field and the planningissues most stakeholders face to efficiently
and profitably secure or provide the required
capacity and services for their regular
operations over a short-medium time
horizon. We discuss a number of modelling
approaches, combining packing, design,
and routing, which address a broad range ofthese issues, presenting a bit of review, somenew developments and work in progress, aswell as a number of research challenges andperspectives.

9

30th Anniversary Mementos
Montréal - Québec - June 5-11, 1991

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Programjune 20
Monday10:30 am - 12:00 pm
Room Masterclass: Mobility Patterns 1 - Chair: Marta Gonzalez
1. Xudong Wang and Lijun Sun, Extracting dynamic mobility patterns by Hankel dynamic
modes decomposition
2. Paul De Nailly, Etienne Côme, Latifa Oukhellou, Allou Samé and Jacques Ferriere , A «sums
and shares» mixture model to study pedestrian flows within a multimodal transport hub
3. Shagun Mittal, Fatima Arroyo Arroyo and Satish Ukkusuri, Estimating modal split using
mobile phone location data: A case study of Bamako
Room BLeisure: Vehicle routing 1 - Chair: Michel Gendreau
1. Lucas Sippel, Michael Forbes and Joseph Menesch, An Exact Algorithm for a Practical
Pickup and Delivery Problem
2. Paul Bouman, Gizem Özbaygın Tiniç, Lukas Veelenturf and Rick Willemsen, A column
generation heuristic for the Pickup and Delivery Problem with Online Transfers
3. Yannik Rist and Michael Forbes, Delayed Disaggregation for Benders Decomposition
Room Think Tank 1: Railway transport - Chair: Marcella Samà
1. Joris Wagenaar, Evelien van der Hurk, Richard Lusby and Marie Schmidt, A Robust Rolling
Stock Rescheduling Approach
2. Rim Saddem-Yagoubi, Julie Beugin and Mohamed Ghazel, Verification Framework forMoving Block System Safety: application on the Loss of Train Integrity Use Case
3. Bianca Pascariu, Marcella Samà, Paola Pellegrini, Andrea D’Ariano, Joaquin Rodriguez andDario Pacciarelli, Generalization of the train routing selection problem for real-time traffic
management

1:30 pm - 3:30 pm

Room Masterclass: Autonomous driving - Chair: Maximilian Schiffer
1. Weijiang Xiong, Lorenzo Bertoni, Taylor Mordan and Alexandre Alahi, Simple Yet Effective
Action Recognition for Autonomous Driving
2. Linji Chen and Mohsen Ramezani, Modeling and Managing Operations of Mixed Humandriven and Autonomous Ride-sourcing Fleets
3. Anye Zhou and Srinivas Peeta, Alleviating String Instability of Adaptive Cruise Control using
Trajectory Shaper
4. Junji Urata, Solving a Simultaneous Behavioral Decision Problem During Interactions Using
Quantum Optimization
Room BLeisure: Choice models - Chair: Hans Van Lint
1. Tom Haering, Claudia Bongiovanni and Michel Bierlaire, A Benders decomposition for
maximum simulated likelihood estimation of advanced discrete choice models
2. Louis Balzer and Ludovic Leclercq, Mode share equilibrium with tradable credit scheme
over different time cycles
3. Xiao Lin and Lorant Tavasszy, Towards multi-class, multi-objective traffic management
based on values
4. Takuma Murahashi and Eiji Hato, Dynamic scheduling auction using time-expanded
decision diagram

june 20
MondayRoom Think Tank 1: Railway timetabling - Chair: Mahdi Zargayouna
1. Tim Sander and Karl Nachtigall, Introducing an Optimization Model for Timetable Based
Railway Network Design
2. Edwin Reynolds, Matthias Ehrgott and Judith Y. T. Wang, An evaluation of the fairness ofrailway timetable rescheduling in the presence of competition between train operators
3. Vera Grafe and Anita Schöbel, A Model for Finding Recoverable Robust Periodic Timetables
4. Guillaume Joubert, Antoine Jouglet, Dritan Nace and Marion Postec, An adaptive procedure
for railway periodic timetabling and tracks assignment

4:00 pm - 6:00 pm
Room Masterclass: Electric Vehicles - Chair: Jakob Puchinger
1. Manuel Trotta, Claudia Archetti, Dominique Feillet and Alain Quilliot, A pickup and delivery
problem with a fleet of electric vehicles and a local energy production unit
2. Patrick S. Klein and Maximilian Schiffer, Branch-and-Price for the electric vehicle charge
scheduling problem with flexible service operations
3. Gaute Messel Nafstad, Guy Desaulniers and Magnus Stålhane, Branch-Price-and-Cut for
the Electric Vehicle Routing Problem with Nonlinear Charging Function
4. Marianne Guillet and Maximilian Schiffer, Multi-Agent Charging Station Search in Stochastic
Environments
Room BLeisure: Crowdsourced deliveries - Chair: Yousef Maknoon
1. Michel Gendreau, Fabian Torres and Walter Rei, Crowd-shipping under Uncertainty: Models
and Solution Approaches
2. Patrick Stokkink and Nikolas Geroliminis, A Continuum Approximation Approach to the Hub
Location Problem in a Crowd-Shipping System
3. Adam Behrendt, Martin Savelsbergh and He Wang, Joint Order Pricing, Partitioning, andRouting for Hybrid Courier Fleets on Crowdsourced Delivery Platforms
4. Julius Luy, Gerhard Hiermann and Maximilian Schiffer, On the design of crowdsourceddelivery fleets: Strategic decisions and operational implications
Room Think Tank 1: Air Traffic Management - Chair: Alexandre Jacquillat
1. Hani S. Mahmassani and Haleh Ale-Ahmad, Operational Strategies and Demand
Consolidation in Urban Air Mobility
2. Richard Klophaus and Matthias Viehmann, Survival analysis of new intra-European
scheduled air services
3. William Bonnell and Eddie Wilson, Improving Unmanned Aerial Vehicle Traffic Flow at a
Crossroads by Splitting Demand into Parallel Streams
4. Georges Mykoniatis, Sibusiso Moyo, Innocent Davidson, Rafael Lima de Carvalho and Felix
Mora-Camino, Air Traffic Restructuring with Airstreams.

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Programjune 21
Tuesday

june 21
Tuesday

8:30 am - 10:00 am

2:30 pm - 4:00 pm

Room Masterclass: Mobility Patterns 2 - Chair: Tom Haering
1. Ruben A. Kuipers and Carl-William Palmqvist, The spread of passengers on platforms anddwell times for commuter trains: A case study using automatic passenger count data
2. Ismaïl Saadi, Etienne Côme, Liem Luong, Sylvain Lassarre and Mahdi Zargayouna, Estimating
high-resolution daily encounter networks with activity-travel diaries
3. Xiyuan Ren and Joseph Chow, A random-utility-consistent machine learning method toestimate agents’ joint activity scheduling behavior from ubiquitous data

Room Masterclass: Urban networks - Chair: Mike Hewitt
1. Yechen Li, Neha Arora and Carolina Osorio, On the fundamental diagram of signal controlled
urban roads
2. Sérgio Batista, Daniel Bramich, José Balsa and Monica Menendez, Partitioning of urban
networks for MFD applications
3. Satoki Masuda and Eiji Hato, Macroscopic network design for dynamic evacuation schedulingwith MFD-based assignment using the recursive logit model

Room BLeisure: Mobility services 1 - Chair: Nikolas Geroliminis
1. Xiaoshu Ding, Qi Qi and Sisi Jian, Mechanism design for Mobility-as-a-Service platform
considering travelers’ strategic behavior and multidimensional requirements
2. Claudia Bandiera, Richard D. Connors and Francesco Viti, Competition and cooperation
between suppliers in multimodal network design problems
3. Guipeng Jiao and Mohsen Ramezani, Incentivizing Shared Rides in e-hailing Systems:
Dynamic Discount Pricing

Room BLeisure: Routing - Chair: Frédéric Semet
1. Prateek Agarwal and Tarun Rambha, Scalable Algorithms for Bicriterion Trip-Based Transit
Routing
2. Simen Vadseth, Henrik Andersson and Magnus Stålhane, An Improvement MIP model for
Routing Problems
3. Alexandre Jacquillat, Kai Wang, Shuaian Wang and Wei Zhang, Routing Optimization with
Vehicle-Customer Coordination

Room Think Tank 1: Multi-echelon freight distribution - Chair: Fabien Lehuédé
1. Christopher Bayliss, Tolga Bektas, Vernon Tjon-Soei-Len and Remo Rohner A multi-modaland variable-echelon last-mile delivery system
2. Frederic Semet, Matteo Petris, Claudia Archetti, Diego Cattaruzza and Maxime Ogier, A
branch-price-and-cut algorithm for a Multi-Commodity two-echelon Distribution Problem
3. Wenjing Guo, Teodor Gabriel Crainic, Michel Gendreau and Walter Rei
Operational
planning for many-to-one-to-many freight transportation

Room Think Tank 1: Energy and transport - Chair: Francesco Viti
1. Michael Burger, Alexander Schiewe and Anita Schöbel, Energy-optimal Public Transport
2. Marko Kapetanović, Nikola Bešinović, Alfredo Núñez, Niels van Oort and Rob M.P. Goverde,
Optimal network electrification plan for operation of battery-electric multiple unit regional trains
3. Davide Cazzaro, David Franz Koza and David Pisinger, Balanced and unbalanced networks inoffshore wind farms

10:30 am - 12:00 pm
Room Masterclass: Traffic Modeling - Chair: Carlos Canudas De Wit
1. Chiwei Yan, James Johndrow and Dawn Woodard, Efficiency of Travel Time Prediction
2. Tatiana Seregina, Mostafa Ameli, Nicolas Coulombel and Mahdi Zargayouna, A calibration
guideline for agent-based passenger mobility models
3. R. Eddie Wilson and Tianyu Fan, Spatially-driven Instability in Lane-changing Models
Room BLeisure: On-demand Mobility 1 - Chair: Selin Ataç
1. Juan Carlos Martinez Mori, Samitha Samaranayake and M. Grazia Speranza, On the Value ofDynamism in Transit Networks
2. Mahsa Farhani, Caspar Chorus and Yousef Maknoon, Assortment Optimization for Boundedly
Rational Customers
3. Yousef Maknoon, Alp Arslan, Shadi Sharif Azadeh and Martin Savelsbergh, Supply and
Demand Steering in On-demand Meal Delivery
Room Think Tank 1: Public Transport System 1 - Chair: Srinivas Peeta
1. Dilay Aktas, Pieter Vansteenwegen and Kenneth Sörensen, A demand-responsive bus systemfor peak hours with capacitated vehicles
2. Matthieu Guillot, Angelo Furno, El-Houssaine Aghezzaf and Nour-Eddin El Faouzi, Optimal
downsizing of the bus network in Lyon during the COVID-19 pandemic
3. Muhammad Naeem, Mehdi Katranji, Guilhem Sanmarty, Sami Kraiem, Mahdi Zargayouna andFouad Hadj Selem, Understanding the buses delay caused by the geometry of the roads using
unsupervised learning

4:30 pm - 6:00 pm
Room Masterclass: Traffic assignment - Chair: Ludovic Leclercq
1. Ricardo de La Paz Guala, Cristián E. Cortés, Benjamin Heydecker and Pablo A Rey, Markovian
Dynamic Traffic Assignment: A new approach for stochastic DTA
2. Timothy Tay, Claudia Bongiovanni and Carolina Osorio, A time-dependent analytical trafficmodel to tackle dynamic Bayesian optimization problems in urban transportation
Room BLeisure: On demand mobility 2 - Chair: Francesco Ciari
1. Louis Zigrand, Roberto Wolfler Calvo, Emiliano Traversi and Pegah Alizadeh, A Scalable Logicbased Benders Decomposition to Optimize a Dynamic Demand-Responsive Transport System
2. Yue Yang and Mohsen Ramezani, Addressing supply and demand heterogeneity: Trip ordermenus in Ride-hailing platforms
3. Kayla Cummings, Alexandre Jacquillat and Vikrant Vaze, Activated Benders Decomposition
for Paratransit Workforce Scheduling Under Cancellation Uncertainty
Room Think Tank 1: Railway Capacity - Chair: Mohamed Ghazel
1. Bart van Rossum, Twan Dollevoet and Dennis Huisman, Operational Railway Crew SchedulingWith Equity Concerns
2. Christopher Szymula, Nikola Besinovic and Karl Nachtigall, Assessing Practical Railway
Network Capacity using Petri Nets
3. Alexander Schiewe, Anita Schöbel and Linda Sieber, Line Planning for Different Demand
Periods

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Programjune 22
Wednesday

Day tripCatamaran Cruise andsnorkelling with stop at
Île aux Cerfs
Spend the whole day between sky and sea!
On board the catamaran, you will sail along the charming
east coast of Mauritius to discover the wonders of thispicturesque part of the island: its long sheltered lagoon,
the blue and green shades of the crystal clear waterjune 22
Wednesday

and the breath-taking coastal scenery, set
against a backdrop of mountains.
Settle down and enjoy the sun and breeze
on your face as you cruise past locations thatmade history in Mauritius, from the arrival
point of the early Dutch settlers to the naval
battle between the French and the English
navy that determined the island’s fate.
The trip continues to Île aux Cerfs famous for
its white sandy beaches and lagoon, where
you will have a coffee-break. The Islandoffers a range of water sports and activities
for a small supplement (not included).

Full Day, included
lunch, drinks and transfer.
All you need to bring is suncreamand beach towels...

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Programjune 23
Thursday

8:30 am - 10:00 am
Room Masterclass: Machine learning (ML) for routing/fleet management - Chair: Cristián E. Cortés
1. André Hottung and Kevin Tierney, Learning to solve a stochastic orienteering problem withtime windows
2. Kai Jungel, Axel Parmentier, Maximilian Schiffer and Thibaut Vidal, Structured-Learning-Based
Fleet Control for Autonomous Mobility-on-Demand Systems
3. Arthur Ferraz, Quentin Cappart and Thibaut Vidal, Deep-Learning for Data-Driven Districting
and Routing

june 23
ThursdayRoom Think Tank 1: Public Transport System 2 - Chair: Ricardo Giesen
1. Hongyi Jiang and Samitha Samaranayake, Multi-modal Transit Design with Stochastic
Demands
2. Sven Müller, Knut Haase and Lorena S. Reyes Rubiano, Revenue Maximizing Tariff Zone
Planning for Public Transport Companies
3. Gyugeun Yoon and Joseph Chow, Sequential transit route design by link expansion using
knowledge gradient with correlated beliefs

2:30 pm - 4:00 pm

Room BLeisure: Mobility services 2 - Chair: Mohsen Ramezani

Room Masterclass: Traffic Modeling 2 - Chair: Carolina Osorio

1. Caio Vitor Beojone, Nikolas Geroliminis and Yafeng Yin, Repositioning ridesplitting vehicles
through pricing: A two-region simulated study
2. Qingyang Xiao, Jee Eun Kang and Roger Chen, Service Bundle Sizing and Pricing in Ride
Sourcing Services
3. Anton Kleywegt and Hongzhang Shao, Optimizing Pricing, Repositioning, En-Route Time, andIdle Time in Ride-Hailing Systems

1. Venkata Karteek Yanumula, Panagiotis Typaldos, Dimitrios Troullinos, Milad Malekzadeh,
Ioannis Papamichail and Markos Papageorgiou, Lane-free Traffic with Connected andAutomated Vehicles - An Optimal Control Approach
2. Jean-Patrick Lebacque, Mostafa Ameli and Ludovic Leclercq, System optimum formulation
for departure time choice problem in the generalized bathtub model
3. Liudmila Tumash, Carlos Canudas de Wit and Maria Laura Delle Monache, A Multidirectional Aggregated Model for Large Urban Networks

Room Think Tank 1: Railway Traffic Management - Chair: Matthias Ehrgott
1. Matteo Petris, Federico Naldini, Paola Pellegrini and Raffaele Pesenti, A dynamic
decomposition approach for the real-time Railway Traffic Management Problem
2. Carlo Meloni, Marco Pranzo and Marcella Samà, Risk evaluation of a real-time Railway Traffic
Management solution under uncertain dwell times
3. Emily Morey, R. Eddie Wilson and Kevin Galvin, On a Theory for Potential Capacity Gains due toConnected and Autonomous Trains

10:30 am - 12:00 pm

Room BLeisure: Vehicle Routing 3 - Chair: Claudia Archetti
1. Alexandre Jacquillat, Alexandria Schmid and Kai Wang, Vehicle routing optimization withrelay: an arc-based column generation approach
2. Klaas Fiete Krutein, Giacomo Dalla Chiara and Anne Goodchild, Improving Commercial
Vehicle Routing Through the Consideration of Cruising for Parking
3. Samuel Vercraene, Fabien Lehuédé, Thibaud Monteiro and Olivier Péton Integrated School
Bell Time Adjustment and Vehicle Routing for Paratransit Optimization

Room Masterclass: ML and Data Analytics for Transport - Chair: Lijun Sun

Room Think Tank 1: Shared mobility - Chair: M. Grazia Speranza

1. Juan Pineda-Jaramillo, Federico Bigi and Francesco Viti, A data-driven model for short-term
prediction of arrival delay times in freight rail operations
2. Thomas Bapaume, Etienne Côme, Jérémy Roos, Mostafa Ameli and Latifa Oukhellou,
Passenger flow forecasting framework based on vision transformer and inpainting: Application toa public transport system,
3. Yu Fujiwara, Junji Urata, Makoto Chikaraishi and Akimasa Fujiwara, Destination choice set
enumeration using a behavior-similarity human network

1. M.Grazia Speranza, Claudia Archetti, Maurizio Bruglieri and Gianfranco Guastaroba, Thevalue of anticipating information in free-floating carsharing systems
2. Sebastien Martin, Sean Taylor and Julia Yan, Trading flexibility for adoption: Dynamic versus
static walking in ridesharing
3. Selin Ataç, Nikola Obrenović and Michel Bierlaire, Evaluation of demand forecasting in bikesharing systems: A general framework and selected case studies

Room BLeisure: Vehicle Routing 2 - Chair: Teodor Gabriel Crainic
1. Maxime Agius, Nabil Absi, Dominique Feillet and Thierry Garaix, Workload equity for a dynamic
multi-period routing problem in the context of medical transportation
2. Maha Gmira, Michel Gendreau, Andrea Lodi and Jean-Yves Potvin, Managing in real-time avehicle routing plan with time-dependent travel times on a road network
3. Benedikt Lienkamp and Maximilian Schiffer, Large scale column generation for multicommodity flow problems: Application to transport optimization

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Programjune 23

ThursdayFriday4:30 pm - 6:00 pm

june 24
FridayRoom BLeisure: Markets - Chair: Hani S. Mahmassani

Room Masterclass: Traffic Control - Chair: Joseph Chow
1. Majid Rostami-Shahrbabaki, Simone Weikl, Meisam Akbarzadeh and Klaus Bogenberger, A
two-layer approach for vehicular flocking in lane-free environment
2. Maxime Tréca, Dominique Barth, Julian Garbiso and Mahdi Zargayouna, Green Wave
Coordination For Traffic Signal Control Using Deep Reinforcement Learning
Room BLeisure: Disaster and Crisis - Chair: Satish Ukkusuri
1. Bastián Bahamondes, Mathieu Dahan, Andrew Lee and Saurabh Amin, Multimodal
Prescriptive Analytics for Rapid Post-Disaster Inspection Operations
2. Aiko Kondo, Junji Urata and Eiji Hato, Dynamic evacuation location choice model with riskresponsive survival of alternatives
3. Ketut Gita Ayu and Pitu Mirchandani, Evacuation Decision Tree Analysis for Disaster
Response in a Stochastic-Dynamic Network
Room Think Tank 1: Urban planning - Chair: Samitha Samaranayake
1. Irecis Azcuy, Ricardo Giesen and Niels Agatz, Public transport services in support to the last
mile freight deliveries
2. Michael Forbes and Mitch Harris, A New Formulation of a Parking Lot Design Problem

1. Bingqing Liu and Joseph Chow, A subsidy-stabilized assignment game for Mobility-as-aService markets with both fixed route and on-demand operators
2. Alberto Giudici, Jan van Dalen, Tao Lu and Rob Zuidwijk, Online learning for two-sided
sequential transport matching markets with temporal effects
3. Virginie Lurkin, Stable allocations for collaborative choice-based pricing in transport
markets
4. Dipayan Banerjee, Alexander Stroh, Alan Erera and Alejandro Toriello, Who Has Access to
E-Commerce and When? Time-Varying Service Regions in Same-Day Delivery
Room Think Tank 1: Freight Modeling - Chair: Mostafa Ameli
1. Ali Nadi, Neil Yorke-Smith, Hans Van Lint, Lóránt Tavasszy and Maaike Snelder, A Datadriven Time-Dependent Routing and Scheduling for Activity-Based Freight Transport
Modeling
2. Claudia Archetti, Diego Delle Donne and Alberto Santinirateek, An extended IP formulation
for the Freight on Transport problem
3. Ioannis Fragkos, Joris Wagenaar and Martin Faro, Strategic planning under uncertainty intransportation networks
4. Simona Mancini, Margaretha Gansterer and Chefi Triki, Impact of lockerboxes location on
routing planning in last mile delivery with uncertainty in demand and capacity availability

1:30 pm - 3:30 pm
Room Masterclass: Location/allocation problem - Chair: Rob Zuidwijk

june 24
Friday10:00 am - 12:00 pm
Room Masterclass: Robots and drones - Chair: Alexandre Alahi
1. Mikele Gajda, Nils Boysen and Olivier Galay Impact of bot-return policies in truck-and-bot
transportation systems
2. Catherine Lorenz, Alena Otto and Daniele Vigo, Polynomial approximate dynamic
programming scheme for the weight constrained two-echelon routing problem with a drone
3. Claudio Sterle, Maurizio Boccia, Andrea Mancuso, Adriano Masone and Antonio Sforza,
Optimal management of an AGV based internal distribution system: MILP formulation andheuristic approach
4. Pitu Mirchandani, Monica Gentili and Zabih Ghelichi, Drone Location and Scheduling
Problems in Disaster Relief Management

1. Fotios A. Katsigiannis and Konstantinos G. Zografos, Optimising airport slot allocation
decisions with stability considerations
2. Merve Keskin and Konstantinos Zografos, A Modelling Framework for Solving the NetworkWide Airport Slot Allocation Problem
3. Bernardo Martin-Iradi, Dario Pacino and Stefan Ropke, The multi-port continuous berthallocation problem with speed optimization
4. Stefano Fazi and Sourabh Choudhary, The Multi Trip Container Truck Scheduling with
Synchronized Empties Re-positioning in a Dry-port Setting
Room BLeisure: logistics network design - Chair: Thibaut Vidal
1. Onkar Kulkarni, Mathieu Dahan and Benoît Montreuil, Hyperconnected Logistics Hub
Network Design Under Reliability and Adversarial Disruptions
2. Simon Kwon, Benoit Montreuil and Mathieu Dahan, Hyperconnected Service Network
Design3. Lacy Greening, Mathieu Dahan and Alan Erera, Middle Mile Consolidation Network Design
with Robust Lead Time Constraints
4. Mike Hewitt and Fabien Lehuédé, The Service Network Scheduling Problem

3:30 pm - 4:00 pm
Closing session

19

21

The Mauritius
IslandPort-Louis20

About Mauritius island
An islander once told Mark Twain
that “Mauritius was made first andthen heaven; and heaven was
copied after Mauritius”. Mauritius isconsidered the dreamed destination
by many with its heavenly beaches
and turquoise waters. This small
gem in the middle of the Indian
Ocean hides far more treasures thatdeserve to be discovered during
your vacations. The population, its
history, cuisine, culture, and nature
are just some of the facets thatmake the island unique and rich.
Below is a list of the things to
do and see, to bring back home
unforgettable memories from yourstay in Mauritius:

Port-Louis, the capital of Mauritius,
is a must see when you stay in theisland. Port-Louis is a colourful
Pamplemousse Botanical Garden

Mauritius island, situatedin the golden triangle
connecting Asia, Africa
and Australia, has themost amazing white coralsand beaches and crystalclear lagoons, which
contrast vividly with the
backdrop of black volcanic
mountains.

Port-Louis, the vibrant capital
city

city steeped in history and culture,
where every corner reveals
something different, a scent, a style,a period, and above all, the diversityof the Mauritian population. It isthe city where the ancient and themodern meet.

Pamplemousses Botanical
GardenPamplemousses Botanical Garden,or Sir Seewoosagur Ramgoolam
Botanical Garden, is one of the mostvisited sites in Mauritius, and theoldest in the southern hemisphere.
Created under the managementof Mahé de Labourdonnais by theking’s intendant, Pierre Poivre, morethan 300 years ago, the garden
houses an extraordinary flora witha myriad of native and endemic
plants. Animals have also taken up
residence there: turtles, deer, andbirds of all species. For nature lovers,
Pamplemousses garden is the ideal
place to stroll with the family or23

Chamarel

22Black River Gorges
your partner along the paths bordered withgreenery. You might get a chance to seea Talipot tree blooming – it only happens
every 30 to 80 years, before the tree dies.
The famous ponds with giant water lilies arealso worth a visit, perfect place to take somesouvenir photos.

The 7-Coloured Earth in Chamarel
Another key attraction of Mauritius is theSeven-coloured Earth located in the heights
of Chamarel. An unexpected site formed bya geological phenomenon that gave to theearth a palette of seven colours. This uniqueplace deserves to be seen. Nearby, you willbe amazed by the view of the Chamarelwaterfall from the viewpoint. If you arelucky, you will see monkeys or the elegant
Mauritian Tropicbird. Parks and nature
reserves are also within easy reach, suchas Ebony Forest or Lavilleon Park, where
you can recharge your batteries and learn
more about Mauritian nature, while the moreadventurous will try some supervised openair activities.

Ile aux Cerfs Island
Crystal-clear waters and white sandbeaches shaded by casuarina and palm
trees surround this tiny island which caters
for those seeking peace and solitude or thethrills of para-sailing and other water sports.

A trip into the mountains will reveal the lush
green and unspoilt beauty of this National
Park. You may be lucky enough to spot a
kestrel or straw-tailed tropic bird as you gaze
towards the far-distant ocean and enjoy thecalm beauty of the surrounding countryside.

museum, features a beautiful pedagogicaltour on the history of cane sugar in Mauritius.
The shop will enchant you with all its sweet
treats and other souvenirs to bring back inyour luggage. Stop for a rum tasting, followed
by a gourmet break at the museum’s
restaurant before continuing your tour.

The Tea RouteThe idyllic beaches

The Tea Route, in the southern part of theisland, will immerse you in the history of thisdelicious beverage through several sites. You
will visit the tea plantations, the factory, andmuseums. Tastings are also on the menu, andyou can bring home various flavours of teas
and unexpected by-products such as tea
chutney!

L’Aventure du SucreÎle aux Cerfs

In Pamplemousses, L’Aventure du Sucre,
a former sugar factory converted into a

The beaches of Mauritius are evocative of
dream, escape and heat. They are the typicaldreamed getaway for many continental
inhabitants. The island is surrounded bybeautiful white sandy beaches and cliffs
that offer, together with the blue lagoon, an
extraordinary scene that varies according
to the seasons and the time of the day.
The coastal landscapes also change
according to the region, they are nothingalike. Holidaymakers often choose theiraccommodation according to the beaches
nearby.

24

25

25

5

4

26

4
6

12

3

1
2
10

7

27

8
13

9

11

24

23

15
16

17

14

18

22

24

19
20

Hotel Plan
21

1. Reception

13. Pool

2. Arrival & Departurelounge

14. Taba-J

3. After nightclub

15. Lime restaurant

16. Juice bar
4. Laboutik - Mini bar.
17. Towel Cabana Bulk shop

found both in the arty décor and on the plate.
Guests can hoose what they fancy, frombeachside barbecues to authentic Italian.

Accommodation
The Ravenala Attitude

The Ravenala Attitude is the first 4* all-suite hotel in Mauritius. It sits on theisland’s north-west coast in the small village of Balaclava, tucked between
the sea and river. The views are spectacular, surrounded by emeraldcoloured gardens and a backdrop of soaring mountains.
This hotel is big on nature, blurring indoor and outdoor spaces harmoniouslywith colonial rchitecture and exotic, tropical accents. Imagine sand floors andopen-air dining among towering palms. There are 272 suites with options forcouples, adults and families. In the adults-only wing, all suites overlook the
Indian Ocean and have views of the sunset every evening.
For half-board and all-inclusive guests, the hotel offers a Dine Aroundexperience in seven of the 10 restaurants. Each restaurant has its own style,

Activities include cooking classes, kayaking
along the river and a bicycle tour to Pointe
aux Piments. For youngsters, there’s the
Ayo Le Dodo kids’ club and, for grown-ups,
there’s the spacious spa.

4**** Hotel
Ravenala Attitude is part of Attitude Hotels’
Positive Impact movement, creating a future
where travel benefits all. Because of thehotel’s continued efforts to care for the
local community, protect the environmentand support the local economy, Ravenala
Attitude has been awarded a Travelife Goldcertification. There is no single-use plastic in
the guest journey. Supplies and products are
local, wherever possible. The hotel has also
its own Bulk Shop, where guests can help
themselves to tea and coffee for their roomin reusable glass jars.

4. Laboutik - Otentik
bazarEntertainment kiosk

4. Little MDC

19. O restaurant

5. Conference rooms
6. Balcony bar

20. Kot Nou
restaurant

7. Mozaik restaurant

21. Boat house

8. A Tavola restaurant

22. Spa POZ

9. The Bistrot
restaurant

23. Kids club

10. The Bistrot bar

25. Sports village

11. Pool bar

26. Diving centre

12. Madame Ming
restaurant

27. Jetty

18. O beach bar

24. Riviera restaurant

26

27

The Ravenala Attitude
Restaurants
Mozaik - Buffet, local and internationalŌ - À la carte, Mediterranean

Breakfast: 07:00 to 10:00
Dinner (2 seatings), First seating : 18:30 to
20:00, Second seating : 20:30 to 22:00.

Lunch: 12:30 to 15:00
Dinner (2 seatings), First seating: 19:00 to
20:15, Second seating: 20:45 to 22:00(Open 6 days a week upon reservation,
closed on Saturday).

The Bistrot - À la carte, Salads & burgers
at lunch; meat & rotisserie at dinner
Lunch: 12:00 to 15:00
Dinner (2 seatings), First seating: 18:30 to
20:00, Second seating: 20:30 to 22:00(Closed on Monday).

À la carte Lunch: 12:00 to 15:00
Set menu Dinner: 19:00 to 22:00 With asupplement(Open 6 days a week weather permitting andupon reservation, closed on Thursday).

Beach BBQ - Buffet
Lunch (open seating for lunch): 12:30 to 15:00
Dinner (2 seatings), First seating : 19:00 to
20:15, Second seating : 20:45 to 22:00(Open 6 days a week upon reservation andweather permitting, closed on Friday).

A Tavola! - À la carte, ItalianDinner (2 seatings), First seating: 18:30 to
20:30, Second seating: 20:30 to 22:00(Open 6 days a week upon reservation,
closed on Saturday).

Madame Ming - À la carte, Asian fusion
Dinner (2 seatings), First seating: 18:30 to
20:00, Second seating: 20:30 to 22:00(Open 6 days a week upon reservation,
closed on Tuesday and Wednesday).

Lime - À la carte, Japanese

The Bistrot

Kot Nou - À la carte, Mauritian revisited
Cuisine: Mauritian revisited
Dinner (2 seatings): First seating: 19:00 to
20:00, Second seating: 20:30 to 22:00(Open 6 days a week uponreservation, closed on Tuesday andWednesday).

We’ll blend a delicious drink just for you. All
our produce is seasonal and grown locally, so
it’s packed full of flavour. At extra cost.
Open: 10:00 to 17:00.

Sky Bar - Conference room bar

Teabaz – Self Service

Open on request for events
After - Night club bar
Open: as from 23:00 till late.

Open: 10:30 to 18:00.

Dress CodeWet clothes, swimsuits and pareos are not accepted in our restaurants. After 18:30, no shorts, tank
tops, singlets and flip flops are allowed in the restaurants. Elegant bermuda shorts are accepted.

!

Riviera - À la carte, Seafood and meat
Dinner: 19:00 to 22:00(Restaurant with a supplement; open 6days a week weather permitting and uponreservation, closed on Sunday).

Juice Bar - Fresh fruit and vegetables
await at the Juice Bar on the beach.

Open: 12:30 - 15:00 & 18:30 to 23:00
Afternoon tea: 16:00 to 18:00(included for guests with the All-in-All-out
package, closed on Monday).

Services and informations
•
•
•
•
•
•
•
•
•
•
•
•
•
•
•

Check-in time at 14:00 and check-out time at noon
Beach towels (with deposit)
Otentik Bazar open everyday from 08:30 to 20:00
Bulk shop at Laboutik open every day from 08:00 to 23:00
Laundry service (at extra cost): available through housekeeping department
Foreign currency exchange service facilities at the reception (with commission)
Credit cards accepted: American Express, Visa, MasterCard, Unionpay and Maestro
Free Wi-Fi in rooms and in public areas
A computer with internet access available at reception
24h reception and security services
Shower and luggage rooms for arrivals and departures
Parking facilities (upon availability)
Car rental service
Taxis
Charging sockets available at the lobby.

BarsŌ Beach Bar

Pool Bar

Open: 10:00 to 23:00
Lunch (Snacks): 12:30 to 15:00.

Open: 10:00 to 23:45 (last order at 23:30)
Continental late breakfast: 10:00 to 11:00
Pool bar and beach lunch menu: 12:30 to
15:00.

Balcony Bar
Open: 10:00 to 23:00
Piano bar as from 18:30 three times a week.

info@theravenala-hotel.com
tel: +230 204 3000
www.hotels-attitude.com/the-ravenala-attitude

28

Organizing
Committee

Committees

Latifa Oukhellou, Chair
Université Gustave Eiffel, France
Mahdi Zargayouna, Co-chair
Université Gustave Eiffel, France
Jakob Puchinger, Co-chair
IRT SystemX and Centrale Supélec, France
Teodor Gabriel Crainic
UQAM and CIRRELT, Canada
Carlos Canudas-de-Wit
CNRS, GIPSA-LAB, France

Jean-Patrick Lebacque
Université Gustave Eiffel, FranceSaïd Mammar
Université d’Evry Paris-Saclay, IBISC, France
Chengbin Chu
Université Gustave Eiffel, France
Mostafa Ameli
Université Gustave Eiffel, France
Mustapha Tendjaoui
Université Gustave Eiffel, France

Steering
Committee
Teodor Gabriel Crainic Chair 2019 – 2022
Université du Québec à Montréal & CIRRELT,
Montréal, Canada
Michel Bierlaire
École Polytechnique Fédérale de Lausanne,
Lausanne, Swizerland
Marielle Christiansen
Norwegian University of Science andTechnology Trondheim, Norway
Cristián E. Cortes
Universidad de Chile, Santiago, Chile
Mark Hickman (Chair TRISTAN 2019)
University of Queensland, Queensland,
Australia

Martine Labbé
Université Libre de Bruxelles, Brussels,
Belgium
Hani MahmassaniNorthwestern University, Chicago, U.S.A.
Martin SavelsberghGeorgia Institute of Technology, Atlanta,
U.S.A.
Frédéric Semet
École Centrale de Lille, Lille, France
M. Grazia Speranza
Università degli Studi di Brescia, Brescia, Italy

ProgramCommittee
Mostafa Ameli
Université Gustave Eiffel, France
Claudia Archetti
ESSEC Business School, FranceMichel Bielaire
École Polytechnique Fédérale de Lausanne,
Switzerland
Chengbin Chu
Université Gustave Eiffel, France
Cristián E. Cortés
Universidad de Chile, Chile
Teodor Gabriel Crainic
Université du Québec à Montréal, Canada
Laetitia Dablanc
Université Gustave Eiffel, France

Dominique Feillet
Mines Saint-Etienne, FranceMichel Gendreau
École Polyechnique de Montréal, Canada
Nikolas Geroliminis
École Polytechnique Fédérale de Lausanne,
Switzerland
Mark Hickman
University of Queensland, Australia
Gilbert Laporte
HEC Montréal, Canada
Jean-Patrick Lebacque
Université Gustave Eiffel, France
Ludovic Leclercq
Université Gustave Eiffel, France

29
Hani Mahamasani
Northwestern University, USA
Monica Menendez
New York University Abu Dhabi, UAE
Catherine Morency
Polytechnique Montréal, Canada
Latifa Oukhellou
Université Gustave Eiffel, France
Paola Pellegrini
Université Gustave Eiffel, France
Jakob Puchinger
IRT SystemX, France

Jan-Dirk Schmöcker
Kyoto University, Japan
Frédéric Semet
École Centrale de Lille, France
Grazia Sperenza
University of Brescia, Italy
Daniele Vigo
University of Bologna, Italy
Mahdi Zargayouna
Université Gustave Eiffel, France

ScientificCommittee
Alexandre Alahi
École Polytechnique Fédérale de Lausanne,
Switzerland
Laurent Alfandari
ESSEC Business School, France
Mostafa Ameli
Université Gustave Eiffel, France
Lavinia Amorosi
Sapienza University of Rome, Italy
Constantinos Antoniou
Technical University of Munich, Germany
Claudia Archetti
ESSEC Business School, France
Jean-Michel Auberlet
Université Gustave Eiffel, France
Flavien Balbo
Mines Saint Etienne, France
Thomas Bapaum
RATP, France
Jaume Barcelo
Universitat Politècnica de Catalunya, Spain
Hillel Bar-Gera
Ben-Gurion University of the Negev, Israel
Johanna Baro
IRT SystemX, France
Sérgio Batista
New York University Abu Dhabi, United ArabEmirates
Rajan Batta
University at Buffalo, USA
Walid Behiri
Université Paris-Saclay, France
Tolga Bektas
University of Liverpool, UK
Rachid Belaroussi
Université Gustave Eiffel, France

Michael Bell
University of Sydney Business School,
Australia
Neila Bhouri
Université Gustave Eiffel, FranceMichel Bierlair
École Polytechnique Fédérale de Lausanne,
Switzerland
Michiel Bliemer
University of Sydney, Australia
Claudia Bongiovanni
École Polytechnique Fédérale de Lausanne,
Switzerland
Abderrahmane Boubezoul
Université Gustave Eiffel, France
Luce Brotcorn
INRIA, France
Victor Cantillo
Universidad del Norte, Colombia
Deo Chimba
Tennessee State University, USA
Joseph Chow
New York University, USA
Marielle Christiansen
Norwegian University of Science andTechnology, Norway
Chengbin Chu
Université Gustave Eiffel, France
Francesco Ciari
École Polytechnique Montréal, Canada
Cinzia Cirill
University of Maryland, USA
Etienne Côme
Université Gustave Eiffel, France
Jean-François Cordeau
HEC Montréal, Canada

30

31Francesco Corman
ETH Zurich, Switzerland
Goncalo Correia
Delft University of Technology, Netherlands
Cristián E Cortés
Universidad de Chile, Chile
Nicolas Coulombel
École des Ponts ParisTech, France
Teodor Gabriel Craini
Université du Québec à Montréal and
CIRRELT, Canada
Andrea D’Ariano
Roma Tre University, Italy
Bart De Schutte
Delft University of Technology, Netherlands
Roberta di Pace
Università degli Studi di Salerno, Italy
Jan Ehmke
University of Vienna, Austria
Matthias Ehrgot
Lancaster University, UK
Nour-Eddin El Faouz
Université Gustave Eiffel, France
Lily Elefteriadou
University of Florida, USA
Alan Erer
Georgia Institute of Technology, USA
Dominique Feillet
Mines Saint Etienne, France
Gunnar Flottero
Linköping university and VTI, Sweden
Pirmin Fontaine
Catholic University of Eichstätt-Ingolstadt,
Germany
Angelo Furn
Université Gustave Eiffel, France
Valerio Gatta
Roma Tre University, Italy
Michel Gendreau
École Polytechnique de Montréal, Canada
Nikolas Geroliminis
École Polytechnique Fédérale de Lausanne,
Switzerland
Mohamed Ghazel
Université Gustave Eiffel, France
Ricardo Giesen
Pontificia Universidad Catolica de Chile, Chile
Jack Haddad
Technion and Israel Institute of Technology,
IsraelKe Ha
Imperial College London, UK
Geir Hasl
SINTEF Digital, Norway
Eiji Hato
University of Tokyo, Japan
Martin Hazelton
University of Otago, New Zealand
Vera Hemmelmayr
Vienna University of Economics andBusiness, Austria
Stephane Hess
University of Leeds, UK
Mike Hewitt
Loyola University Chicago, USA
Gerhard Hiermann
Technical University of Munich, Germany
Jose Holguin-Vera
Rensselaer Polytechnic Institute, USA
Sebastian Hörl
IRT SystemX, France
Michael Hyland
University of California Irvine, USA
Erik Jenelius
KTH Royal Institute of Technology, Sweden
Guillaume Joubert
Heudiasyc, France
Anoop K P
IIT Bombay, India
Jee Eun Kang
University at Buffalo, USA
Abdhul Khadhi
Indian Institute of Technology, India
Mostepha Khouadji
IRT SystemX, France
Anton Kleywegt
Georgia Institute of Technology, USA
Richard Klophaus
Worms University of Applied Sciences,
Germany
Franziska KlüglÖrebro University, Sweden
Victor Knoo
Delft University of Technology, Netherlands
Rico Kruege
Technical University of Denmark, Denmark
Kenneth Kuhn
RAND Corporation, USA
Martine Labbé
Université Libre de Bruxelles, Belgium

Pierre-Antoine Laharott
Université Gustave Eiffel, France
Gilbert Laporte
HEC Montréal, Canada
Jesper Larsen
Technical University of Denmark, Denmark
Jean-Patrick Lebacque
Université Gustave Eiffel, France
Ludovic Leclercq
Université Gustave Eiffel, France
Fabien Lehuéd
IMT Atlantique, France
Janny Leung
University of Macau, China
Hong LoHong Kong University of Science andTechnology, Hong Kong
Tai-Yu Ma
Luxembourg Institute of Socio-Economic
Research, Luxembourg
Yousef Maknoo
Delft University of Technology, Netherlands
Michail Makridis
ETH Zurich, SwitzerlandSaïd Mammar
Université d’Évry, France
Simona Mancin
University of Klagenfurt, Austria
René Mandia
Université de Valenciennes, France
Edoardo Marcucci
Roma Tre University, Italy
Javier Marenc
Universidad Nacional de General Sarmiento,
Argentina
Vladimir Marianov
Pontificia Universidad Catolica de Chile, Chile
Layla Martin
Eindhoven University of Technology,
Netherlands
Dirk Mattfeld
TU Braunschweig, Germany
Carlo Meloni
Sapienza Università di Roma, Italy
Catherine Morency
École Polytechnique Montréal, Canada
Mohamed Nadif
Université de Paris, France
Manwo Ng
Old Dominion University, USA

Dong Ngoduy
Monash University, Australia
Fernando Ordone
Universidad de Chile, Chile
Carolina Osorio
HEC Montréal, Canada; Google, USA
Alena Otto
University of Passau, Germany
Latifa Oukhellou
Université Gustave Eiffel, France
Dario Pacciarelli
Roma Tre University, Italy
Markos Papageorgiou
Technical University of Crete, Greece
Sophie Parrag
Johannes Kepler University Linz, Austria
Alexander Paz
Queensland University of Technology,
Australia
Paola Pellegrini
Université Gustave Eiffel, France
Olivier Péton
IMT Atlantique, FranceDavid Pisinger
Technical University of Denmark, Denmark
Marco Pranzo
Università di Siena
Harilaos Psarafti
Technical University of Denmark, Denmark
Jakob Puchinger
Université Paris Saclay, France
Mohamed Rahal
VEDECOM, France
Tarun Rambha
Indian Institute of Science, India
Mohsen Ramezani
University of Sydney, Australia
Omer Rana
Cardiff University, UK
Paul Riverain
Thales, France
Joaquin Rodriguez
Université Gustave Eiffel, France
Mikael Ronnqvis
Laval University, Canada
Ismail Saad
Université Gustave Eiffel, France
Marcella Samà
Roma Tre University, Italy

32
Maximilian Schiffer
Technical University of Munich, Germany
Marie Schmidt
Erasmus University, Netherlands
Jan-Dirk Schmöcke
Kyoto University, Japan
Anita Schöbel
Technische Universität Kaiserslautern,
Germany
Jakob Schulte
Bielefeld University, Germany
Frédéric SemeCentrale Lille, France
Shadi Sharif Azadeh
Delft University of Technology, Netherlands
Xiaoning Sh
German Aerospace Center, Germany
Maria Grazia Speranza
University of Brescia, Italy
Lijun Sun
McGill University, Canada
El-Ghazali Talb
University of Lille, France
Christos Tarantilis
Athens University of Economics andBusiness, Greece
Charles Tatkeu
Université Gustave Eiffel, France
Lóri Tavasszy
Delft University of Technology, Netherlands
Gabriel Tilg
Technical University of Munich, Germany
Tomer Toledo
Technion, Israel
Alejandro TorielloGeorgia Institute of Technology, USA
Paolo Toth
University of Bologna, Italy
Martin Trépanie
École Polytechnique Montréal, Canada
Athena Tsirimpa
University of the Aegean, GreeceMichal Tzur
Tel Aviv University, Israel
Satish Ukkusuri
Purdue University, USA
Junji Urata
Kobe University, Japan
Niels van Oort
Delft University of Technology, Netherlands

Tom van Woensel
Eindhoven University of Technology,
Netherlands
Lelitha Vanajakshi
Indian Institute of Technology Madras, India
Lukas Veelenturf
Erasmus University, Netherlands
Thibaut Vidal
Pontifical Catholic University of Rio deJaneiro, Brazil
Daniele Vigo
University of Bologna, Italy
Marcus Vinicius
PUC-Rio Informatica, Brazil
Francesco Viti
University of Luxembourg, Luxembourg
Stefan Voss
University of Hamburg, Germany
Stein Wallace
Norwegian School of Economics, Norway
Judith Wang
University of Leeds, UK
Andreas Weintraub
Universidad de Chile, Chile
Eddie Wilson
University of Bristol, UK
Roberto Wolfler
Université Paris 13, France
Chiwei Ya
University of Washington, USA
Mehmet Yildirimoglu
The University of Queensland, Australia
Biao Yi
École des Ponts ParisTech, France
Mahdi Zargayouna
Université Gustave Eiffel, France
Konstantinos Zografos
Lancaster University, UK
Rob Zuidwijk
Erasmus University, Netherlands

Notes

33

34

Notes

Notes

35

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Thank You !