Peer Reviewed Articles

2024

  • Akkerman, F.; Luy, J.; van Heeswijk, W.; Schiffer, M.: Dynamic Neighborhood Construction for Structured Large Discrete Action Spaces. The Twelfth International Conference on Learning Representations (ICLR), 2024Vienna Austria more…
  • Baty, L.; Jungel, K.; Klein, P. S.; Parmentier A.; Schiffer, M.: Combinatorial Optimization-Enriched Machine Learning to Solve the Dynamic Vehicle Routing Problem with Time Windows. Transportation Science, 2024 more…
  • Godbersen, G.; Kolisch, R.; Schiffer, M.: Robust Charging Network Planning for Metropolitan Taxi Fleets. Transportation Science, 2024 more…
  • Guillet, M.; Schiffer, M.: Coordinating Charging Request Allocation Between Self-Interested Navigation Service Platforms. INFORMS Journal on Computing, 2024 more…
  • Hoppe, H.; Enders, T.; Cappart Q.; Schiffer, M.: Global rewards in multi-agent deep reinforcement learning for autonomous mobility on demand systems. 6th Annual Learning for Dynamics & Control Conference, 2024University of Oxford more…
  • Ke, J.; Wang, H.; Masoud, N.; Schiffer, M.; Correia, G. H.A.: Editorial: Emerging on-demand passenger and logistics systems: Modelling, optimization, and data analytics. Transportation Research Part C: Emerging Technologies 161, 2024, 104574 more…
  • Klein, P. S.; Schiffer, M.: An Open-Source Python Package for Vehicle Routing Problems with Intermediate Stops. INFORMS Journal on Computing, 2024 more…
  • Lanzetti, N.; Schiffer, M.; Ostrovsky, M.; Pavone, M.: On the Interplay Between Self-Driving Cars and Public Transportation. IEEE Transactions on Control of Network Systems, 2024, 1-12 more…
  • Lienkamp, B.; Schiffer, M.: Column generation for solving large scale multi-commodity flow problems for passenger transportation. European Journal of Operational Research 314 (2), 2024, 703-717 more…
  • Liepold, J. C.; Arslan, O.; Laporte, G.; Schiffer, M.: The Impact of Partial Production Capacity Sharing via Production as a Service. Computers & Operations Research 165, 2024, 106587 more…
  • Luy, J.; Hiermann, G.; Schiffer, M.: Strategic Workforce Planning in Crowdsourced Delivery With Hybrid Driver Fleets. Production and Operations Management, 2024 more…
  • Serrano, B.; Minner, S.; Schiffer, M.; Vidal, T.: Bilevel optimization for feature selection in the data-driven newsvendor problem. European Journal of Operational Research, 2024 more…
  • Thomä, S.; Walther, Gr.; Schiffer, M.: Designing tractable piecewise affine policies for multi-stage adjustable robust optimization. Mathematical Programming, 2024 more…

2023

  • Ammann, P.; Kolisch, R.; Schiffer, M.: Driver Routing and Scheduling with Synchronization Constraints. Transportation Research Part B: Methodological, 2023 more…
  • Enders, T.; Harrison, J.; Pavone, M.; Schiffer, M.: Hybrid Multi-Agent Deep Reinforcement Learning for Autonomous Mobility on Demand Systems. 5th Annual Conference on Learning for Dynamics and Control,, 2023Philadelphia, USA more…
  • Florio, A.; Martins, P.; Schiffer, M.; Serra, T.; Vidal, T.: Optimal Decision Diagrams for Classification. AAAI Conference on Artificial Intelligence, 2023Washington, DC, USA more…
  • Fontaine, P.; Minner, S.; Schiffer, M.: Smart and Sustainable City Logistics: Design, Consolidation, and Regulation. European Journal of Operational Research, 2023 more…
  • Guillet, M.; Schiffer, M.: Coordinated Charging Station Search in Stochastic Environments: A Multiagent Approach. Production and Operations Management 32 (8), 2023, 2596-2618 more…
  • Hottenrott, A.; Schiffer, M.; Grunow, M.: Flexible Assembly Layouts in Smart Manufacturing: An Impact Assessment for the Automotive Industry. IISE Transactions, 2023, 1-16 more…
  • Jalota, D.; Paccagnan, D.; Schiffer, M.; Pavone, M.: Online Routing Over Parallel Networks: Deterministic Limits and Data-driven Enhancements. INFORMS Journal on Computing 35 (3), 2023, 560-577 more…
  • Karaenke, P.; Schiffer, M.; Waldherr, S.: On the Benefits of Ex-Post Pricing for Ride-Pooling. Transportation Research Part C: Emerging Technologies, 2023 more…
  • Klein, P.S.; Schiffer, M.: Electric Vehicle Charge Scheduling with Flexible Service Operations. Transportation Science, 2023 more…
  • Lanzetti, N.; Schiffer, M.; Ostrovsky, M.; Pavone, M.: On the Interplay between Self-Driving Cars and Public Transportation. IEEE Transactions on Control of Network Systems, 2023 more…
  • Lienkamp, B.; Schiffer, M.: Column Generation for Solving Large Scale Multi-Commodity Flow Problems for Passenger Transportation. European Journal of Operational Research, 2023 more…

2022

  • Becker, T.; Schiffer, M.; Walther, G.: A General Branch-and-Cut Framework for Rotating Workforce Scheduling. INFORMS Journal on Computing, 2022 more…
  • Dirks, N.; Schiffer, M.; Walther, G.: On the Integration of Battery Electric Buses into Urban Bus Networks. Transportation Research Part C: Emerging Technologies, 2022 more…
  • Guillet, M.; Hiermann, G.; Kröller, A.; Schiffer, M.: Electric Vehicle Charging Station Search in Stochastic Environments. Transportation Science, 2022 more…
  • Jaenichen, F.-M.; Liepold, C. J.; Ismail, A.; Schiffer, M.; Ehm, H.: Disruption Evaluation in End-to-End Semiconductor Supply Chains via Interpretable Machine Learning. 10th IFAC Conference on Manufacturing Modelling, Management and Control MIM 2022, 2022Nantes, France more…
  • Pavone, M.; Saberi, A.; Schiffer, M.; Tsao, M.: Technical Note—Online Hypergraph Matching with Delays. Operations Research 70 (4), 2022, 1953--2596 more…
  • Ratusny, M.; Schiffer, M.; Ehm, H.: Customer Order Behavior Classification Via Convolutional Neural Networks in the Semiconductor Industry. IEEE Transactions on Semiconductor Manufacturing 35 (3), 2022, 470-477 more…
  • Schaap, H.; Schiffer, M.; Schneider, M.; Walther, G.: A Large Neighborhood Search for the Vehicle Routing Problem with Multiple Time Windows. Transportation Science, 2022 more…
  • Schiffer, M.; Boysen, N.; Klein, P. S.; Laporte, G.; Pavone, M.: Optimal Picking Policies in e-Commerce Warehouses. Management Science 68 (10), 2022, 7065--7791 more…

2021

  • Estandia, A.; Schiffer, M.; Rossi, F.; Luke, J.; Kara, E. C; Rajagopal, R.; Pavone, M.: On the Interaction between Autonomous Mobility on Demand Systems and Power Distribution Networks --- An Optimal Power Flow Approach. IEEE Transactions on Control of Network Systems, 2021 more…
  • Jalota, D.; Paccagnan, D.; Schiffer, M.; Pavone, M.: Online Traffic Routing: Deterministic Limits and Data-driven Enhancements. Mathematics, 2021 more…
  • Pohl, M.; Kolisch, R.; Schiffer, M.: Runway Scheduling During Winter Operations. Omega 102, 2021, 102325 more…
  • Schiffer, M.; Hiermann, G.; Rüdel, F.; Walther, G.: A Polynomial-Time Algorithm for User-Based Relocation in Free-Floating Car Sharing Systems. Transportation Research Part B: Methodological 143, 2021, 65-85 more…
  • Schiffer, M.; Klein, P.S.; Walther, G.; Laporte, G.: Integrated Planning for Electric Commercial Vehicle Fleets: A Case Study for Retail Mid-Haul Logistics Networks. European Journal of Operational Research 291 (3), 2021, 944-960 more…
  • Siemon, M.; Schiffer, M.; Walther, G.: Integrated Purchasing and Production Planning for a Non-Ferrous Metal Production Network. Omega 98, 2021 more…

2020

  • Boewing, F.; Schiffer, M.; Salazar, M.; Pavone, M.: A Vehicle Coordination and Charge Scheduling Algorithm for Electric Autonomous Mobility-on-Demand Systems. American Control Conference, 2020Denver more…
  • Godbersen, G.; Kolisch, R.; Schiffer, M.: Optimal Placement of Private Electric Charging Stations for a Commercial Fleet Operator. Proceedings of the TSL Second Triennial Conference, 2020Arlington, VA more…
  • Karaenke, P.; Schiffer, M.; Waldherr, S.: The Customer is Always Right: A Value-Based Matching Mechanism for Customer-Centered Ride Pooling. Proceedings of the TSL Second Triennial Conference, 2020Arlington, VA more…
  • Lanzetti, N.; Schiffer, M.; Ostrovsky, M.; Pavone, M.: On the Interplay between Self-Driving Cars and Public Transportation: A Game-Theoretic Perspective. Proceedings of the TSL Second Triennial Conference, 2020Arlington, VA more…
  • Pavone, M.; Saberi, A.; Schiffer, M.; Tsao, M.: Online Hypergraph Matching with Delays. 16th Conference on Web and Internet Economics (WINE), 2020Bejing, China more…
  • Siemon, M.; Schiffer, M.; Mitra, S.; Walther, G.: Value-Based Production Planning in Non-Ferrous Metal Industries: Application in the Copper Industry. IISE Transactions 52 (10), 2020, 1063-1080 more…
  • Vidal, T.; Schiffer, M.: Born-Again Tree Ensembles. International Conference on Machine Learning (ICML), 2020Vienna more…

2019

  • Hiermann, G.; Hartl, R.F.; Puchinger, J.; Vidal, T.: Routing a Mix of Conventional, Plug-In Hybrid, and Electric Vehicles. European Journal of Operational Research 272 (1), 2019, 235-248 more…
  • Salazar, M.; Lanzetti, N.; Rossi, F.; Schiffer, M.; Pavone, M.: Intermodal Autonomous Mobility-on-Demand. IEEE Transactions on Intelligent Transportation Systems, 2019 more…
  • Salazar, M.; Tsao, M.; Aguiar, I.; Schiffer, M.; Pavone, M.: A Congestion-Aware Routing Scheme for Autonomous Mobility-on-Demand Systems. 18th European Control Conference (ECC), 2019Napels, Italy more…
  • Scheiper, B.; Schiffer, M.; Walther, G.: The Flow Refueling Location Problem with Load Flow Control. Omega 83, 2019, 50--69 more…
  • Schiffer, M.; Schneider, M.; Walther, G.; Laporte, G.: Vehicle Routing and Location-Routing with Intermediate Stops: A Review. Transportation Science 53 (2), 2019, 319-343 more…
  • Zgraggen, J.; Salazar, M.; Schiffer, M.; Pavone, M.: A Model Predictive Control Scheme for Intermodal Autonomous Mobility-on-Demand. 22st Int. Conf. on Intelligent Transportation Systems (ITSC), 2019Auckland, New Zealand more…

2018

  • Salazar, M.; Rossi, F.; Schiffer, M.; Onder, C.H.; Pavone, M.: On the Interaction Between Autonomous Mobility-on-Demand and Public Transportation Systems. 21st International Conference on Intelligent Transportation Systems (ITSC), 2018Maui, Hawaii, USA more…
  • Schiffer, M.: Logistics Networks with Intermediate Stops. International Annual Conference of the German OR Society 2018 (Operations Research Proceedings 2018), 2018Brussels, Belgium more…
  • Schiffer, M.; Schneider, M.; Laporte, G.: Designing Sustainable Mid-Haul Logistics Networks with Intra-Route Multi-Resource Facilities. European Journal of Operational Research 265 (2), 2018, 517--532 more…
  • Schiffer, M.; Walther, G.: Strategic Planning of Electric Logistics Fleet Networks: A Robust Location Routing Approach. Omega 80, 2018, 31--42 more…
  • Schiffer, M.; Walther, G.: An Adaptive Large Neighborhood Search for the Location-Routing Problem with Intra-route Facilities. Transportation Science 52 (2), 2018, 331--352 more…

2017

  • Schiffer, M.; Walther, G.: The Electric Location Routing Problem with Time Windows and Partial Recharging. European Journal of Operational Research 260 (3), 2017, 995--1013 more…

2016

  • Hiermann, G.; Puchinger, J.; Ropke, S.; Hartl, R.F.: The Electric Fleet Size and Mix Vehicle Routing Problem with Time Windows and Recharging Stations. European Journal of Operational Research 252 (3), 2016, 995-1018 more…