Distributed Intelligence and Technology for Traffic and Mobility Management

Leistungen

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.

Antifragile methodology for flexible handling of disruptions

D1.5 covers Task 1.5 and reports an algorithmic approach to achieve anti-fragility in disruption scenarios.

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

Self-organization and complex adaptive systems methodologies

D1.4 covers Task 1.4 and reports an algorithmic approach to achieve multiple traffic-related goals simultaneously.

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

Generic incentive-based, multimodal, policy-oriented local traffic management system

This report presents the generalised framework on incentive mechanisms and simulation 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.

Self-adaptive, self-calibrating methodologies for smart, learning agents in traffic modelling, coordination, and control

D1.3 covers Task 1.3 and reports a network-/ percolation-theoretical formalism to determine the suitable modelling granularity.

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-agent reinforcement learning framework for multi-class controllers

Reports outputs from task 3.4, and presents the algorithms that will be integrated in Athens pilot.

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

Veröffentlichungen

Democratizing traffic control in smart cities

Autoren: Marcin Korecki, Damian Dailisan, Joshua Yang, Dirk Helbing
Veröffentlicht in: Transportation Research Part C: Emerging Technologies, Ausgabe 160, 2024, Seite(n) 104511, ISSN 0968-090X
Herausgeber: Pergamon Press Ltd.
DOI: 10.1016/j.trc.2024.104511

Multi-modal Generalized Bathtub with Tradable Credit Scheme

Autoren: L. Balzer,M. Ameli, L. Leclercq, J.-P. Lebacque
Veröffentlicht in: Transportaion Research Part C, 2023, ISSN 0968-090X
Herausgeber: Pergamon Press Ltd.
DOI: 10.1016/j.trc.2023.104061

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

Autoren: Jiajie Yu, Pierre-Antoine Laharotte, Yu Han, Ludovic Leclercq
Veröffentlicht in: Transportation Research Part C: Emerging Technologies, Ausgabe 154, 2024, Seite(n) 104281, ISSN 0968-090X
Herausgeber: Pergamon Press Ltd.
DOI: 10.1016/j.trc.2023.104281

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

Autoren: C. Iliopoulou, K. Kepaptsoglou, E. Vlahogianni
Veröffentlicht in: IEEE Intelligent Transportation Systems Magazine, 2022, ISSN 1939-1390
Herausgeber: Institute of Electrical and Electronics Engineers
DOI: 10.1109/mits.2022.3203573

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

Autoren: Caio Vitor Beojone, Pengbo Zhu, Isik Ilber Sirmatel, Nikolas Geroliminis
Veröffentlicht in: Transportation Research Part C: Emerging Technologies, 2024, Seite(n) 104717, ISSN 0968-090X
Herausgeber: 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

Autoren: L. Balzer, L. Leclercq
Veröffentlicht in: Transportation Research Part C, 2023, ISSN 0968-090X
Herausgeber: Pergamon Press Ltd.
DOI: 10.1016/j.trc.2022.103642

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

Autoren: Cesare Carissimo
Veröffentlicht in: IEEE Access, Ausgabe 12, 2024, Seite(n) 15984-15996, ISSN 2169-3536
Herausgeber: 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

Autoren: Caio Vitor Beojone, Nikolas Geroliminis
Veröffentlicht in: Transportation Research Part C: Emerging Technologies, Ausgabe 157, 2024, Seite(n) 104375, ISSN 0968-090X
Herausgeber: 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

Autoren: Mélanie Cortina; Nicolas Chiabaut; Ludovic Leclercq
Veröffentlicht in: Tranportation Research Part A, Ausgabe 1, 2023, ISSN 0965-8564
Herausgeber: 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

Autoren: Marcin Korecki, Damian Dailisan, Dirk Helbing
Veröffentlicht in: IEEE Access, Ausgabe 11, 2024, Seite(n) 36504-36515, ISSN 2169-3536
Herausgeber: 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

Autoren: Christina Iliopoulou, Emmanouil Kampitakis, Konstantinos Kepaptsoglou, Eleni I Vlahogianni
Veröffentlicht in: Physica A: Statistical Mechanics and its Applications, 2023, ISSN 0378-4371
Herausgeber: Elsevier BV
DOI: 10.1016/j.physa.2022.128258

Modal dynamic equilibrium under different demand management schemes

Autoren: L. Balzer, L. Leclercq
Veröffentlicht in: Transportation, 2022, ISSN 0049-4488
Herausgeber: Kluwer Academic Publishers
DOI: 10.1007/s11116-022-10338-0

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

Autoren: Maryia Hryhoryeva, Ludovic Leclercq
Veröffentlicht in: Transportation Research Record: Journal of the Transportation Research Board, Ausgabe 2678, 2023, Seite(n) 439-459, ISSN 0361-1981
Herausgeber: US National Research Council
DOI: 10.1177/03611981231171155

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

Autoren: Caio Vitor Beojone, Nikolas Geroliminis
Veröffentlicht in: Transportation Research Part B: Methodological, Ausgabe 177, 2023, Seite(n) 102821, ISSN 0191-2615
Herausgeber: Pergamon Press Ltd.
DOI: 10.1016/j.trb.2023.102821

Trading activity and market liquidity in tradable mobility credit schemes

Autoren: Philipp Servatius, Allister Loder, Jesper Provoost, Louis Balzer, Oded Cats, Ludovic Leclercq, Serge Hoogendoorn, Klaus Bogenberger
Veröffentlicht in: Transportation Research Interdisciplinary Perspectives, Ausgabe 22, 2024, Seite(n) 100970, ISSN 2590-1982
Herausgeber: elsevier
DOI: 10.1016/j.trip.2023.100970

Tailored priority allocation in the bottleneck model with general user heterogeneity

Autoren: Zhenyu Yang, André de Palma, Nikolas Geroliminis
Veröffentlicht in: Transportation Research Part B: Methodological, Ausgabe 190, 2024, Seite(n) 103093, ISSN 0191-2615
Herausgeber: Pergamon Press Ltd.
DOI: 10.1016/j.trb.2024.103093

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

Autoren: Serok, N., Havlin, S. & Blumenfeld Lieberthal, E.
Veröffentlicht in: Scientific Reports, 2022, ISSN 2045-2322
Herausgeber: Nature Publishing Group
DOI: 10.1038/s41598-022-17404-8

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

Autoren: Louis Balzer
Veröffentlicht in: 2023
Herausgeber: ENTPE

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

Autoren: Mélanie, Cortina
Veröffentlicht in: 2024
Herausgeber: ENTPE

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

Autoren: Maryia, Hryhoryeva
Veröffentlicht in: 2024
Herausgeber: ENTPE

Modeling and Optimization of Ridesplitting Operations

Autoren: Caio Vitor Beojone
Veröffentlicht in: 2023
Herausgeber: EPFL
DOI: 10.5075/epfl-thesis-10017

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

Autoren: Caio Vitor Beojone, Nikolas Geroliminis
Veröffentlicht in: TRB Transportation Research Board 102nd Annual Meeting, 2023
Herausgeber: TRB Annual Meeting

Multi-actor fair cooperation: A reality or fallacy?

Autoren: C6. Hryhoryeva, M., Katzilieris, K., Fafoutellis, P., Leclercq, L., Vlahogianni, E.I.
Veröffentlicht in: TRA 2022 Conference, 2022
Herausgeber: Lisbon University

Tailored Priority Allocation in the Bottleneck Model with General User Heterogeneity

Autoren: Yang, Zhenyu; de Palma, André; Geroliminis, Nikolas
Veröffentlicht in: 23rd Swiss Transport Research Conference (STRC), 2023
Herausgeber: STRC

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

Autoren: C4. Balzer, L., Provoost, J., Leclercq, L., Cats, O.
Veröffentlicht in: TRA 2022 conference, 2022
Herausgeber: Lisbon University

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

Autoren: Hryhoryeva, M., Leclercq, L.
Veröffentlicht in: TRB 2023, 2023
Herausgeber: TRB

Dynamic Two-Level Optimization for Ride-Sourcing Vehicle Dispatch

Autoren: Minru Wang, Nikolas Geroliminis
Veröffentlicht in: Swiss OR Days 2024, 2024
Herausgeber: The 20th Swiss Operations Research Days

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

Autoren: Jin, Z., Tsitsokas, D., Geroliminis, N., Leclercq, L.
Veröffentlicht in: TRB 2024, 2024
Herausgeber: TRB

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

Autoren: Seppecher, M., Leclercq, L.
Veröffentlicht in: HEART 2023, 2023
Herausgeber: ETHZ

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

Autoren: Cortina M., Chiabaut N., Leclercq L
Veröffentlicht in: TRB 2023, 2023
Herausgeber: TRB

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

Autoren: Balzer, L., Leclercq, L.
Veröffentlicht in: 101st Transportation Research Board Annual Meeting (TRB), January 9-14, Washington DC, (USA),, 2022
Herausgeber: 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

Autoren: Yu, J., Laharotte, P-A., Leclercq, L.,
Veröffentlicht in: TRB 2023, 2023
Herausgeber: TRB

Tailored Priority Allocation in the Bottleneck Model with General User Heterogeneity

Autoren: Yang, Zhenyu; de Palma, André; Geroliminis, Nikolas
Veröffentlicht in: The 27th International Conference of Hong Kong Society for Transportation Studies, 2023
Herausgeber: Hong Kong Society for Transportation Studies

Mode share equilibrium with tradable credit scheme over different time cycles

Autoren: Balzer, L., Leclercq, L.,
Veröffentlicht in: TRISTAN 2022 Conference, 2022
Herausgeber: Univ Eiffel

Promoting complementarity between micromobility services and public transportation in Amsterdam

Autoren: Balzer, L., Leclercq, L.,
Veröffentlicht in: HEART 2024, 2024
Herausgeber: Alto University

Ride-sourcing fleet rebalancing with proactive and targeted pricing

Autoren: Minru Wang, Nikolas Geroliminis
Veröffentlicht in: hEART 2022, 2022
Herausgeber: hEART 2022: 10th Symposium of the European Association for Research in Transportation

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

Autoren: Caio Vitor Beojone, Nikolas Geroliminis, Yafeng Yin
Veröffentlicht in: 11th Triennial Symposium on Transportation Analysis conference (TRISTAN XI), 2022
Herausgeber: TRISTAN

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

Autoren: Balzer, L., Leclercq, L.
Veröffentlicht in: TRA 2022 conference, 2022
Herausgeber: 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.

Autoren: Balzer, L., Leclercq, L.
Veröffentlicht in: TRB 2024, 2024
Herausgeber: TRB

Dynamic Ride-Sourcing Optimization through Spatially Aggregated Flow Maximization

Autoren: Minru Wang, Nikolas Geroliminis
Veröffentlicht in: TRB 2024, 2024
Herausgeber: TRB Annual Meeting 2024

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

Autoren: Jin, Z., Geroliminis, N., Leclercq, L.
Veröffentlicht in: MFTS 2024, 2024
Herausgeber: Technion

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

Autoren: Balzer, L., Leclercq, L.,
Veröffentlicht in: HEART 2023, 2023
Herausgeber: ETHZ

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

Autoren: Seppecher, M., Leclercq, L
Veröffentlicht in: TRB 2024, 2024
Herausgeber: TRB

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

Autoren: Balzer, L., Ameli, M., Leclercq, L., Lebacque, J-P.
Veröffentlicht in: TRB 2023, 2023
Herausgeber: TRB

Tradable Credit Scheme for Multimodal Urban Networks

Autoren: Balzer, L., Ameli, M., Leclercq, L., Lebacque, J-P.
Veröffentlicht in: MFTS 2022, 2022
Herausgeber: Dresden

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

Autoren: Hryhoryeva, M., Leclercq, L.,
Veröffentlicht in: Heart 2024, 2024
Herausgeber: Aalto

A decentralised auctioning scheme for proactive ride-hailing fleet rebalancing

Autoren: Seppecher, M., Leclercq, L.,
Veröffentlicht in: ISTDM 2023, 2023
Herausgeber: JRC

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

Autoren: Seppecher, M., Leclercq, L.,
Veröffentlicht in: TRB 2023, 2023
Herausgeber: TRB

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

Autoren: Yang, Zhenyu; Geroliminis, Nikolas
Veröffentlicht in: The 103rd Transportation Research Board Annual Meeting, 2024, Seite(n) https://annualmeeting.mytrb.org/OnlineProgramArchive/Details/21322
Herausgeber: TRB

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

Autoren: Caio Vitor Beojone, Pengbo Zhu, Isik Ilber Sirmatel, Nikolas Geroliminis
Veröffentlicht in: TRB Transportation Research Board 103d Annual Meeting, 2024
Herausgeber: TRB Annual Meering

Mode share equilibrium with tradable credit scheme and license plate rationing

Autoren: Balzer, L., Leclercq, L.
Veröffentlicht in: hEART conference 2022, 2022
Herausgeber: KU Leuven

A Two-Layer Approach for Rebalancing Ride-Hailing Vehicles

Autoren: Caio Vitor Beojone, Pengbo Zhu, Isik Ilber Sirmatel, Nikolas Geroliminis
Veröffentlicht in: 2023 IEEE 26th International Conference on Intelligent Transportation Systems (ITSC), Ausgabe 2211, 2024, Seite(n) 2460-2465
Herausgeber: IEEE
DOI: 10.1109/itsc57777.2023.10422674

Leistungen

Veröffentlichungen

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