Distributed Intelligence and Technology for Traffic and Mobility Management

Deliverables

The framework to be used for impact assessment of the simulations pilots related to the DIT4TraM solution and applicationsThis report is an intermediary version A final version is to be submitted at M30

Critical bottleneck identification methods and algorithms

Reports outputs from task 3.2, and discusses how the global multimodal mobility is influenced by the methods.

Computationally efficient methods for incentive mechanisms

Report on Task 23 a theoretical and algorithmic description of the methods that can improve the computational efficiency of solving the optimization problems present in incentive mechanisms

Communication and dissemination - intermediate

Summarizes the results of the project dissemination and communication activities after phase 1 (1,5 year) of the project.

Incentive mechanism for the Bordeaux pilot

Report on Task 22 the specification of the theory and algorithm developed for the Bordeaux pilot and simulation results

Dissemination and communication strategy and plan

Includes the communication dissemination and liaison plan of the project including the plan for the stakeholders engagement activities related to collaboration with other projects and workshops organized to discuss disseminate and demonstrate results

Trading schemes towards generic mobility services

Document reporting on design of approach (and sub-variants), including functional specifications, designed in Task 4.2Report at M18 is an intermediary version. An updated version is to be submitted at M24.

Dissemination toolkit containing design

It will describe and present the project brand identity and material the leaflet posters rollup newsletters videos website and social media accounts

Methodologies based on network science for evaluating and improving urban traffic

D1.2 covers Task 1.2 and reports an algorithmic approach for the adaptation/self-calibration of computer agents.

Generalizability, transferability and scalability of DIT4TraM solutions

A report which discusses the generalizability, transferability and scalability of DIT4TraM solutions.This report is an intermediary version. A final version is to be submitted at M36.

State of the art of incentive mechanisms for cooperative connected traffic

Report on the state of the art in incentive mechanisms for traffic management covered by Task 21

Benefits of a distributed approach to mobility management, and preconditions for its effectiveness

D11 Benefits of a distributed approach to mobility management and preconditions for its effectiveness EPFL R PU M12 update M18 D11 reports an extended set of mathematicalformal relationships that allows one to overcome the problem known as Price of Anarchy Task 11

Travel permits prospects: state of the art and concepts

Report on outputs from Task 4.1, that includes SotA on pricing, and auctioning systems, methods, assess-ment, impacts and KPIs, and travel behaviour impacts, including selection of reference concepts.

Routing of ride-sharing vehicles

Reports outputs from task 3.3, and describes the consistency with the simulations of task 5.2.

Smart Infrastructure Readiness Index

Report detailing the methodology to estimate the Smart Infrastructure Readiness index and the results of its application to selected cities

Methods and KPIs for multimodal distributed control framework

Reports outputs from task 3.1, and presents methodologies to be integrated in the pilots.

Multi-actor fair cooperation scheme analysis and design

Literature review report on fair cooperation schemes in multiactor settings including stakeholder current practice interviews

Data management plan

Report on procedures for making open data repository and accessibility conditions to any interested parties outside of consortium

Publications

Democratizing traffic control in smart cities

Author(s): Marcin Korecki, Damian Dailisan, Joshua Yang, Dirk Helbing
Published in: Transportation Research Part C: Emerging Technologies, Issue 160, 2024, Page(s) 104511, ISSN 0968-090X
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.trc.2024.104511

Multi-modal Generalized Bathtub with Tradable Credit Scheme

Author(s): L. Balzer,M. Ameli, L. Leclercq, J.-P. Lebacque
Published in: Transportaion Research Part C, 2023, ISSN 0968-090X
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.trc.2023.104061

Decentralized signal control for multi-modal traffic network: A deep reinforcement learning approach

Author(s): Jiajie Yu, Pierre-Antoine Laharotte, Yu Han, Ludovic Leclercq
Published in: Transportation Research Part C: Emerging Technologies, Issue 154, 2024, Page(s) 104281, ISSN 0968-090X
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.trc.2023.104281

A Survey on Market-Inspired Intersection Control Methods for Connected Vehicles

Author(s): C. Iliopoulou, K. Kepaptsoglou, E. Vlahogianni
Published in: IEEE Intelligent Transportation Systems Magazine, 2022, ISSN 1939-1390
Publisher: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mits.2022.3203573

A hierarchical control framework for vehicle repositioning in ride-hailing systems

Author(s): Caio Vitor Beojone, Pengbo Zhu, Isik Ilber Sirmatel, Nikolas Geroliminis
Published in: Transportation Research Part C: Emerging Technologies, 2024, Page(s) 104717, ISSN 0968-090X
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.trc.2024.104717

Modal equilibrium of a tradable credit scheme with a trip-based MFD and logit-based decision-making

Author(s): L. Balzer, L. Leclercq
Published in: Transportation Research Part C, 2023, ISSN 0968-090X
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.trc.2022.103642

Counter-Intuitive Effects of <i>Q</i>-Learning Exploration in a Congestion Dilemma

Author(s): Cesare Carissimo
Published in: IEEE Access, Issue 12, 2024, Page(s) 15984-15996, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2024.3358608

Relocation incentives for ride-sourcing drivers with path-oriented revenue forecasting based on a Markov Chain model

Author(s): Caio Vitor Beojone, Nikolas Geroliminis
Published in: Transportation Research Part C: Emerging Technologies, Issue 157, 2024, Page(s) 104375, ISSN 0968-090X
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.trc.2023.104375

Fostering synergy between transit and Autonomous Mobility-on-Demand systems: A dynamic modeling approach for the morning commute problem

Author(s): Mélanie Cortina; Nicolas Chiabaut; Ludovic Leclercq
Published in: Tranportation Research Part A, Issue 1, 2023, ISSN 0965-8564
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.tra.2023.103638

How Well Do Reinforcement Learning Approaches Cope With Disruptions? The Case of Traffic Signal Control

Author(s): Marcin Korecki, Damian Dailisan, Dirk Helbing
Published in: IEEE Access, Issue 11, 2024, Page(s) 36504-36515, ISSN 2169-3536
Publisher: Institute of Electrical and Electronics Engineers Inc.
DOI: 10.1109/access.2023.3266644

Dynamic traffic-aware auction-based signal control under vehicle to infrastructure communication

Author(s): Christina Iliopoulou, Emmanouil Kampitakis, Konstantinos Kepaptsoglou, Eleni I Vlahogianni
Published in: Physica A: Statistical Mechanics and its Applications, 2023, ISSN 0378-4371
Publisher: Elsevier BV
DOI: 10.1016/j.physa.2022.128258

Modal dynamic equilibrium under different demand management schemes

Author(s): L. Balzer, L. Leclercq
Published in: Transportation, 2022, ISSN 0049-4488
Publisher: Kluwer Academic Publishers
DOI: 10.1007/s11116-022-10338-0

Competition in Ride-Hailing Service Operations: Impacts on Travel Distances and Service Performance

Author(s): Maryia Hryhoryeva, Ludovic Leclercq
Published in: Transportation Research Record: Journal of the Transportation Research Board, Issue 2678, 2023, Page(s) 439-459, ISSN 0361-1981
Publisher: US National Research Council
DOI: 10.1177/03611981231171155

A dynamic multi-region MFD model for ride-sourcing with ridesplitting

Author(s): Caio Vitor Beojone, Nikolas Geroliminis
Published in: Transportation Research Part B: Methodological, Issue 177, 2023, Page(s) 102821, ISSN 0191-2615
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.trb.2023.102821

Trading activity and market liquidity in tradable mobility credit schemes

Author(s): Philipp Servatius, Allister Loder, Jesper Provoost, Louis Balzer, Oded Cats, Ludovic Leclercq, Serge Hoogendoorn, Klaus Bogenberger
Published in: Transportation Research Interdisciplinary Perspectives, Issue 22, 2024, Page(s) 100970, ISSN 2590-1982
Publisher: elsevier
DOI: 10.1016/j.trip.2023.100970

Tailored priority allocation in the bottleneck model with general user heterogeneity

Author(s): Zhenyu Yang, André de Palma, Nikolas Geroliminis
Published in: Transportation Research Part B: Methodological, Issue 190, 2024, Page(s) 103093, ISSN 0191-2615
Publisher: Pergamon Press Ltd.
DOI: 10.1016/j.trb.2024.103093

Identification, cost evaluation, and prioritization of urban traffic congestions and their origin

Author(s): Serok, N., Havlin, S. & Blumenfeld Lieberthal, E.
Published in: Scientific Reports, 2022, ISSN 2045-2322
Publisher: Nature Publishing Group
DOI: 10.1038/s41598-022-17404-8

Dynamic mobility management at cordon level: evaluation of different pricing-based strategies

Author(s): Louis Balzer
Published in: 2023
Publisher: ENTPE

Fostering Synergy between Public Transportation and Autonomous Mobility on Demand: the Prospects of Regulation

Author(s): Mélanie, Cortina
Published in: 2024
Publisher: ENTPE

Fair cooperation schemes for urban mobility management in future multi- actor settings

Author(s): Maryia, Hryhoryeva
Published in: 2024
Publisher: ENTPE

Modeling and Optimization of Ridesplitting Operations

Author(s): Caio Vitor Beojone
Published in: 2023
Publisher: EPFL
DOI: 10.5075/epfl-thesis-10017

Providing a Revenue-forecasting Information Scheme as an Incentive to Relocate Compliant Ride-Sourcing Drivers

Author(s): Caio Vitor Beojone, Nikolas Geroliminis
Published in: TRB Transportation Research Board 102nd Annual Meeting, 2023
Publisher: TRB Annual Meeting

Multi-actor fair cooperation: A reality or fallacy?

Author(s): C6. Hryhoryeva, M., Katzilieris, K., Fafoutellis, P., Leclercq, L., Vlahogianni, E.I.
Published in: TRA 2022 Conference, 2022
Publisher: Lisbon University

Tailored Priority Allocation in the Bottleneck Model with General User Heterogeneity

Author(s): Yang, Zhenyu; de Palma, André; Geroliminis, Nikolas
Published in: 23rd Swiss Transport Research Conference (STRC), 2023
Publisher: STRC

Tradable mobility credits and permits: state of the art and future research directions

Author(s): C4. Balzer, L., Provoost, J., Leclercq, L., Cats, O.
Published in: TRA 2022 conference, 2022
Publisher: Lisbon University

Competition in Ride-Hailing Service Operations: Impacts on Travel Distances and Network Performance

Author(s): Hryhoryeva, M., Leclercq, L.
Published in: TRB 2023, 2023
Publisher: TRB

Dynamic Two-Level Optimization for Ride-Sourcing Vehicle Dispatch

Author(s): Minru Wang, Nikolas Geroliminis
Published in: Swiss OR Days 2024, 2024
Publisher: The 20th Swiss Operations Research Days

A Bi-Level Method for Link Speed Estimation Based on Macroscopic Fundamental Diagram Using Deep Learning

Author(s): Jin, Z., Tsitsokas, D., Geroliminis, N., Leclercq, L.
Published in: TRB 2024, 2024
Publisher: TRB

An auctioning process for large-scale ride-hailing vehicles repositioning

Author(s): Seppecher, M., Leclercq, L.
Published in: HEART 2023, 2023
Publisher: ETHZ

An Assignment-Based Dispatching Heuristic For Agglomeration-Scale AMoD: Sensitivity Analysis Of The Demand Prediction Horizon On The Benefits For Supplier And Customer

Author(s): Cortina M., Chiabaut N., Leclercq L
Published in: TRB 2023, 2023
Publisher: TRB

Trip-based mfd model with tradable credit scheme: investigating modal equilibrium.

Author(s): Balzer, L., Leclercq, L.
Published in: 101st Transportation Research Board Annual Meeting (TRB), January 9-14, Washington DC, (USA),, 2022
Publisher: Transportation Research Board

Decentralized Traffic Signal Control with Deep Reinforcement Learning in a Multi-Modal Network: Seeking for a Trade-Off between Bus Service and Traffic Objectives

Author(s): Yu, J., Laharotte, P-A., Leclercq, L.,
Published in: TRB 2023, 2023
Publisher: TRB

Tailored Priority Allocation in the Bottleneck Model with General User Heterogeneity

Author(s): Yang, Zhenyu; de Palma, André; Geroliminis, Nikolas
Published in: The 27th International Conference of Hong Kong Society for Transportation Studies, 2023
Publisher: Hong Kong Society for Transportation Studies

Mode share equilibrium with tradable credit scheme over different time cycles

Author(s): Balzer, L., Leclercq, L.,
Published in: TRISTAN 2022 Conference, 2022
Publisher: Univ Eiffel

Promoting complementarity between micromobility services and public transportation in Amsterdam

Author(s): Balzer, L., Leclercq, L.,
Published in: HEART 2024, 2024
Publisher: Alto University

Ride-sourcing fleet rebalancing with proactive and targeted pricing

Author(s): Minru Wang, Nikolas Geroliminis
Published in: hEART 2022, 2022
Publisher: hEART 2022: 10th Symposium of the European Association for Research in Transportation

Repositioning ridesplitting vehicles through pricing: A two-region simulated study

Author(s): Caio Vitor Beojone, Nikolas Geroliminis, Yafeng Yin
Published in: 11th Triennial Symposium on Transportation Analysis conference (TRISTAN XI), 2022
Publisher: TRISTAN

Tradable credit scheme: an alternative to license plate rationing and congestion pricing to foster modal shift

Author(s): Balzer, L., Leclercq, L.
Published in: TRA 2022 conference, 2022
Publisher: Lisbon University

Fostering cooperation between public transport and on-demand services through tradable credits: a modeling framework based on the trip-based macroscopic fundamental diagram.

Author(s): Balzer, L., Leclercq, L.
Published in: TRB 2024, 2024
Publisher: TRB

Dynamic Ride-Sourcing Optimization through Spatially Aggregated Flow Maximization

Author(s): Minru Wang, Nikolas Geroliminis
Published in: TRB 2024, 2024
Publisher: TRB Annual Meeting 2024

Macroscopic Dynamic Lane Allocation for Ride-Sharing Vehicles: Incorporating Local Correction Factor

Author(s): Jin, Z., Geroliminis, N., Leclercq, L.
Published in: MFTS 2024, 2024
Publisher: Technion

Cooperation between Ride-Hailing and Public Transportation with Tradable Credit Schemes

Author(s): Balzer, L., Leclercq, L.,
Published in: HEART 2023, 2023
Publisher: ETHZ

Auction-based distributed ride-hailing rebalancing: the case study of Lyon, France

Author(s): Seppecher, M., Leclercq, L
Published in: TRB 2024, 2024
Publisher: TRB

Modeling Tradable Credit Scheme for Multimodal Urban Networks with Departure Time: a Bathtub Approach

Author(s): Balzer, L., Ameli, M., Leclercq, L., Lebacque, J-P.
Published in: TRB 2023, 2023
Publisher: TRB

Tradable Credit Scheme for Multimodal Urban Networks

Author(s): Balzer, L., Ameli, M., Leclercq, L., Lebacque, J-P.
Published in: MFTS 2022, 2022
Publisher: Dresden

Regulating Ride-Hailing Service Operations: Impact of Idle Distance Charge and Demand Distribution on Network Performance

Author(s): Hryhoryeva, M., Leclercq, L.,
Published in: Heart 2024, 2024
Publisher: Aalto

A decentralised auctioning scheme for proactive ride-hailing fleet rebalancing

Author(s): Seppecher, M., Leclercq, L.,
Published in: ISTDM 2023, 2023
Publisher: JRC

A Decentralised Auction-Based Framework for Rebalancing Ride-Hailing Fleets with Uncertain Request Probabilities

Author(s): Seppecher, M., Leclercq, L.,
Published in: TRB 2023, 2023
Publisher: TRB

Modeling and Regulating Competition Between Public Transit and Ridehailing with Geofencing Policy

Author(s): Yang, Zhenyu; Geroliminis, Nikolas
Published in: The 103rd Transportation Research Board Annual Meeting, 2024, Page(s) https://annualmeeting.mytrb.org/OnlineProgramArchive/Details/21322
Publisher: TRB

Integrating Regional Traffic Models for Ride-Hailing Systems in a Multi-Layer Repositioning Framework

Author(s): Caio Vitor Beojone, Pengbo Zhu, Isik Ilber Sirmatel, Nikolas Geroliminis
Published in: TRB Transportation Research Board 103d Annual Meeting, 2024
Publisher: TRB Annual Meering

Mode share equilibrium with tradable credit scheme and license plate rationing

Author(s): Balzer, L., Leclercq, L.
Published in: hEART conference 2022, 2022
Publisher: KU Leuven

A Two-Layer Approach for Rebalancing Ride-Hailing Vehicles

Author(s): Caio Vitor Beojone, Pengbo Zhu, Isik Ilber Sirmatel, Nikolas Geroliminis
Published in: 2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC), Issue 2211, 2024, Page(s) 2460-2465
Publisher: IEEE
DOI: 10.1109/itsc57777.2023.10422674

Deliverables

Publications

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