Publications
2024
Book chapter
Optimizing safety stock placement in large real-world automotive supply networks using the Guaranteed-service Model
Rolf, Benjamin; Lavassani, Kayvan; Lang, Sebastian; Reggelin, Tobias
In: Proceedings of the 57th Annual Hawaii International Conference on System Sciences , 2024 - Honolulu, HI : Department of IT Management, Shidler College of Business, University of Hawaii ; Bui, Tung X., S. 1669-1678 [Konferenz: 57th Hawaii International Conference on System Sciences, Honolulu, Hawaii, January 3-6, 2024]
Peer-reviewed journal article
Using Sentiment Analysis to Detect Disruptive Events in Supply Chains
Vishnuthilak, Kiran Katoor; Rolf, Benjamin; Reggelin, Tobias; Lang, Sebastian
In: IFAC-PapersOnLine / Internationale Förderung für Automatische Lenkung - Frankfurt : Elsevier, Bd. 58 (2024), Heft 19, insges. 6 S.
A review on unsupervised learning algorithms and applications in supply chain management
Rolf, Benjamin; Beier, Alexander; Jackson, Ilya; Müller, Marcel; Reggelin, Tobias; Stuckenschmidt, Heiner; Lang, Sebastian
In: International journal of production research - London [u.a.] : Taylor & Francis . - 2024, insges. 51 S. [Online first]
A transformer-based deep reinforcement learning approach for dynamic parallel machine scheduling problem with family setups
Li, Funing; Lang, Sebastian; Tian, Yuan; Hong, Bingyuan; Rolf, Benjamin; Noortwyck, Ruben; Schulz, Robert; Reggelin, Tobias
In: Journal of intelligent manufacturing - Dordrecht [u.a.] : Springer Science + Business Media B.V . - 2024, insges. 34 S. [Online first]
2023
Essay
A scoping review on dynamic networks in supply chains
Rolf, Benjamin; Klementzki, Vanessa; Lang, Sebastian; Jackson, Ilya; Trojahn, Sebastian; Reggelin, Tobias
In: IFAC-PapersOnLine / Internationale Förderung für Automatische Lenkung - Frankfurt : Elsevier, Bd. 56 (2023), Heft 2, S. 203-214
Book chapter
Optimizing the route and location planning for cargo bikes and mobile parcel lockers
Rolf, Benjamin; Kurtz, Gianna; Hempel, Kai; Zadek, Hartmut
In: Smart Energy for Smart Transport , 1st ed. 2023. - Cham : Springer Nature Switzerland ; Nathanail, Eftihia G., S. 1343-1357
Peer-reviewed journal article
Do natural language processing models understand simulations - application of GPT-3 to translate simulation source code to English
Jackson, Ilya; Rolf, Benjamin
In: IFAC-PapersOnLine / Internationale Förderung für Automatische Lenkung - Frankfurt : Elsevier, Bd. 56 (2023), Heft 2, S. 221-226
2022
Book chapter
Planung logistischer Systeme
Glistau, Elke; Trojahn, Sebastian; Dittrich, Ingo; Müller, Marcel; Rolf, Benjamin; Reggelin, Tobias
In: Grundlagen der Logistik - Theorie und Praxis logistischer Systeme , 5., vollständig aktualisierte und erweiterte Auflage - München : huss ; Trojahn, Sebastian *1982-* . - 2022, S. 109-164 [Kapitel 4; Literaturangaben]
Peer-reviewed journal article
A review on reinforcement learning algorithms and applications in supply chain management
Rolf, Benjamin; Jackson, Ilya; Müller, Marcel; Lang, Sebastian; Reggelin, Tobias; Ivanov, Dmitry
In: International journal of production research - London [u.a.] : Taylor & Francis, Bd. 60 (2022), insges. 30 S. [Published online: 03. Nov. 2022]
Using knowledge graphs and human-centric artificial intelligence for reconfigurable supply chains - a research framework
Rolf, Benjamin; Mebarki, Nasser; Lang, Sebastian; Reggelin, Tobias; Cardin, Olivier; Mouchère, Harold; Dolgui, Alexandre
In: IFAC-PapersOnLine / Internationale Förderung für Automatische Lenkung - Frankfurt : Elsevier, Bd. 55 (2022), Heft 10, S. 1693-1698 [Konferenz: 10th IFAC Conference on Manufacturing Modelling, Management and Control MIM 2022, Nantes, France, 22-24 June 2022]
Article in conference proceedings
The smaller, the better? - nano-hubs for cycle logistics as an urban-friendly alternative to micro-hubs - Je kleiner, desto besser? - Nano-Depots als stadtverträgliche Alternative zu Mikro-Depots in der Radlogistik
Kania, Malte; Rolf, Benjamin; Assmann, Tom; Zadek, Hartmut
In: Logistics journal / Proceedings - Stuttgart : WGTL . - 2022, insges. 12 S. [Tagung: 18. Fachkolloquium, Universität Bremen]
Developing a decision support system for integrated decision-making in purchasing and scheduling under lead time uncertainty
Rolf, Benjamin; Reggelin, Tobias; Lang, Sebastian; Galka, Stefan
In: Proceedings of the 55th Annual Hawaii International Conference on System Sciences , 2022 - Honolulu, HI : Department of IT Management, Shidler College of Business, University of Hawaii at Manoa ; Bui, Tung X., S. 1964-1973 [Konferenz: 55th Hawaii International Conference on System Sciences, HICSS55, online, 2022]
2021
Book chapter
Simulationsmodell mit 3D-Animation zur schnellen Bewertung von Ablaufplänen in der Produktion - Simulation model with 3D animation for quick evaluation of production schedules
Rolf, Benjamin; Reggelin, Tobias; Lang, Sebastian; Müller, Marcel; Prehm, Johann
In: Simulation in Produktion und Logistik 2021 , 1. Auflage - Göttingen : Cuvillier Verlag ; Franke, Jörg *1964-*, S. 207-216 [Tagung: 19. ASIM-Fachtagung Simulation in Produktion und Logistik, Erlangen, 15. - 17. September 2021; Literaturangaben]
2020
Book chapter
Scheduling jobs in a two-stage hybrid flow shop with a simulation-based genetic algorithm and standard dispatching rules
Rolf, Benjamin; Reggelin, Tobias; Nahhas, Abdulrahman; Müller, Marcel; Lang, Sebastian
In: IEEE Xplore digital library / Institute of Electrical and Electronics Engineers - New York, NY : IEEE . - 2020, S. 1584-1595 [Konferenz: 2020 Winter Simulation Conference (WSC), first virtual Winter Simulation Conference December 14-18, 2020.]
Peer-reviewed journal article
Assigning dispatching rules using a genetic algorithm to solve a hybrid flow shop scheduling problem
Rolf, Benjamin; Reggelin, Tobias; Nahhas, Abdulrahman; Lang, Sebastian; Müller, Marcel
In: Procedia manufacturing - Amsterdam [u.a.] : Elsevier, Bd. 42 (2020), S. 442-449 [Konferenz: International conference on Industry 4.0 and Smart Manufacturing (ISM 2019)]