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Papers in Scheduling and Optimization Algorithms 33

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Multi agent reinforcement learning for online layout planning and scheduling in flexible assembly systems
2024 Journal of Intelligent Manufacturing article Engineering Scheduling and Optimization Algorithms Open access cited by 2 patents

Lea Kaven, Philipp Huke, Amon Göppert, Robert Heinrich Schmitt

43

citations
Reinforcement Learning in Manufacturing Control: Baselines, challenges and ways forward
2022 Engineering Applications of Artificial Intelligence article Engineering Scheduling and Optimization Algorithms Open access

Владимир Самсонов, Karim Ben Hicham, Tobias Meisen

37

citations
Data-driven and autonomous manufacturing control in cyber-physical production systems
2022 Computers in Industry article Engineering Scheduling and Optimization Algorithms

Oliver Antons, Julia C. Arlinghaus

29

citations
Predicting performance indicators with ANNs for AI-based online scheduling in dynamically interconnected assembly systems
2021 Production Engineering article Engineering Scheduling and Optimization Algorithms Open access

Amon Göppert, Leon Mohring, Robert Heinrich Schmitt

22

citations
Single-machine scheduling with product category-based learning and forgetting effects
2022 Omega article Engineering Scheduling and Optimization Algorithms

Patricia Heuser, Björn Tauer

16

citations
Designing distributed decision-making authorities for smart factories – understanding the role of manufacturing network architecture
2023 International Journal of Production Research article Engineering Scheduling and Optimization Algorithms

Oliver Antons, Julia C. Arlinghaus

12

citations
Workforce planning in production with flexible or budgeted employee training and volatile demand
2022 Journal of Business Economics article Engineering Scheduling and Optimization Algorithms Open access

Patricia Heuser, Peter Letmathe, Matthias Schinner

11

citations
Databased prediction and planning of order-specific transition times
2020 Procedia CIRP article Engineering Scheduling and Optimization Algorithms Open access

Günther Schuh, Andreas Gützlaff, Frederick Sauermann, Oliver Kaul

10

citations
Skill development in the field of scheduling: A structured literature review
2024 European Journal of Operational Research article Engineering Scheduling and Optimization Algorithms Open access

Patricia Heuser, Peter Letmathe, Thomas W. M. Vossen

8

citations
Scheduling games with machine-dependent priority lists
2021 Research Publications (Maastricht University) article Engineering Scheduling and Optimization Algorithms Open access

Vipin Ravindran Vijayalakshmi, Marc Schröder, Tami Tamir

8

citations
Simulation of utilization for LPBF manufacturing systems
2020 Production Engineering article Engineering Scheduling and Optimization Algorithms Open access

Tobias Stittgen, Johannes Henrich Schleifenbaum

8

citations
The Line-less Mobile Assembly System Simultaneous Scheduling and Location Problem
2022 Procedia CIRP article Engineering Scheduling and Optimization Algorithms Open access

Armin F. Buckhorst, M.K.B. do Canto, Robert Heinrich Schmitt

8

citations
A Manufacturing Scheduling Complexity Framework and Agent-Based Comparison of Centralized and Distributed Control Approaches
2021 IEEE Journal of Emerging and Selected Topics in Industrial Electronics article Engineering Scheduling and Optimization Algorithms

Oliver Antons, Julia C. Arlinghaus

7

citations
Applied Machine Learning for Production Planning and Control: Overview and Potentials
2022 IFAC-PapersOnLine article Engineering Scheduling and Optimization Algorithms Open access

Oliver Antons, Julia C. Arlinghaus

7

citations
Production rescheduling through product quality prediction
2021 Procedia Manufacturing article Engineering Scheduling and Optimization Algorithms Open access

Maik Frye, Dávid Gyulai, Júlia Bergmann, Robert Heinrich Schmitt

7

citations
Modeling and evaluating agile assembly systems using mixed-integer linear programming
2020 Procedia CIRP article Engineering Scheduling and Optimization Algorithms Open access

Peter Burggräf, Matthias Dannapfel, Tobias Adlon, Esben Schukat, Hannes Kahmann, Lucian Holtwiesche

5

citations
Evaluation of Material Shortage Effect on Assembly Systems Considering Flexibility Levels
2022 Procedia CIRP article Engineering Scheduling and Optimization Algorithms Open access

Oleksandr Melnychuk, Jonas Rachner, Lea Kaven, Amon Göppert, Robert Heinrich Schmitt, Tullio Antonio Maria Tolio

5

citations
A blueprint description of production scheduling models using asset administration shells
2024 Production & Manufacturing Research article Engineering Scheduling and Optimization Algorithms Open access

Aymen Gannouni, Patrick Sapel, Anas Abdelrazeq, Christian Hopmann, Robert Heinrich Schmitt

5

citations
Towards an Automated Application for Order Release
2022 Procedia CIRP article Engineering Scheduling and Optimization Algorithms Open access

Günther Schuh, Andreas Gützlaff, Matthias Schmidhuber, Judith Fulterer, Tim Janke

2

citations
A production scheduling and control system for CAR T cell manufacturing
2024 Procedia CIRP article Engineering Scheduling and Optimization Algorithms Open access

Tamás Kis, Simon Hort, Péter Györgyi, Evelin Szögi, Robert Heinrich Schmitt

1

citations
Incorporating scheduling autonomy of workers into flexible job shop scheduling: Learning and balancing decentralized task sequencing decisions with overall scheduling performance
2025 Journal of Manufacturing Systems article Engineering Scheduling and Optimization Algorithms Open access

Jan-Phillip Herrmann, Sven M. Tackenberg, Tharsika Pakeerathan Srirajan, Verena Nitsch

1

citations
Performance Evaluation of Skill-Based Order Assignment in Production Environments With Multiagent Systems
2021 IEEE Journal of Emerging and Selected Topics in Industrial Electronics article Engineering Scheduling and Optimization Algorithms

Sebastian Braun, Chi‐Tsun Cheng, Steve Dowey, Jörg F. Wollert

1

citations
Reinforcement Learning for Short-Term Production Scheduling with Sequence-Dependent Setup Waste
2020 RWTH Publications (RWTH Aachen) article Engineering Scheduling and Optimization Algorithms Open access

Владимир Самсонов, Mohamed Behery, Gerhard Lakemeyer

0

citations
Digitaler Schatten zur nachhaltigen Konfiguration von Losgrößen
2022 Zeitschrift für wirtschaftlichen Fabrikbetrieb article Engineering Scheduling and Optimization Algorithms

Martin Perau, Judith Fulterer, Maria Linnartz, Tobias Schröer, Günther Schuh

0

citations
Graph Neural Network Encoder for Layout Planning and Scheduling in Line-less Mobile Assembly Systems
2023 Procedia CIRP article Engineering Scheduling and Optimization Algorithms Open access

Lea Kaven, Amon Göppert, Robert Heinrich Schmitt

0

citations