Prof. Dr. Matthias Schumann

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  • 2023 | Conference Paper
    ​ ​Design of a Reference Architecture for Production Scheduling Applications based on a Problem Representation including Practical Constraints​
    Groth, M.   & Schumann, M. ​ (2023)
    ​Australasian Conference on Information Systems​, Wellington.
    ​Details 
  • 2023 | Conference Paper
    ​ ​Enabling the Evaluation of Production Scheduling Algorithms in Complex Production Environments Using Individually Deployable Scheduling Services​
    Groth, M. ; Dippel, A. & Schumann, M. ​ (2023)
    ​Lecture Notes in Computer Science pp. 18​-32. (Vol. 13873). ​18th International Conference on Design Science Research in Information Systems and Technology​, Pretoria, South Africa. DOI: https://doi.org/10.1007/978-3-031-32808-4_2 
    ​Details  DOI 
  • 2023 | Conference Paper
    ​ ​Design and Implementation of Hierarchical Digital Twins in Industrial Production Environments​
    Finke, C. ; Groth, M. ; Schumann, M. ; Dewitz, P.; Gehrke, J. & Marahrens, T. ​ (2023)
    ​Proceedings of the 56th Hawaii International Conference on System Sciences pp. 1448​-1457. ​Hawaii International Conference on System Sciences 2023​, Maui.
    ​Details 
  • 2021 | Conference Paper
    ​ ​Using Self-Play within Deep Q Learning to improve real-time Production Scheduling​
    Groth, M. ; Freier, P.   & Schumann, M. ​ (2021)
    ​AMCIS 2021 Proceedings pp. 1​-10. ​AMCIS 2021​, Montreal, Canada.
    Montreal, Canada​
    ​Details 

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