Paper Seminar

• Semiconductor Production Planning
  - Data-Driven Production Planning Models for Wafer Fabs: An Exploratory Study, 2023.12.22. [pdf] [paper]
     Völker and Mönch (2023), IEEE Transactions on Semiconductor Manufacturing, 36(3), 445-457.
  - Timed Route Approaches for Large Multi-product Multi-step Capacitated Production Planning Problems, 2022.02.18. [pdf] [paper]
    Beraudy et al. (2022), European Journal of Operational Research, 300(2), 602-614.
  - An Exploratory Study of Disaggregated Clearing Functions for Production Systems with Multiple Products, 2021.11.26. [pdf] [paper]
    Albey et al. (2014) , International Journal of Production Research, 52(18), 5301-5322.
  - Characterization of Operational Time Variability Using Effective Process Times, 2021.07.15. [pdf] [paper]
    Jacobs et al. (2003), IEEE Tracsactions on Semiconductor Manufacturing, 16(3), 511-520.
  - Semiconductor Wafer Fabrication Production Planning Using Multi-fidelity Simulation Optimisation, 2021.05.28. [pdf] [paper]
    Zhang et al. (2020), International Journal of Production Research, 58(21), 6585-6600.
  - Modeling Cycle Times in Production Planning Models for Wafer Fabrication, 2021.02.05. [pdf] [paper]
    Kacar et al. (2016), IEEE Transcations on Semiconductor Manufacturing, 29(2), 153-167.
  - An Overview of a Discrete Event Simulation based Production Planning System, 2020.09.25. [pdf]

• Machine Scheduling
  - Planning and Scheduling by Logic-Based Benders Decomposition, 2023.10.20. [pdf] [paper]
    Hooker (2007), Operations Research, 55(3), 588-602.

• Sequential Decision Making
  - Approximate dynamic programming for an energy-efficient parallel machine scheduling problem, 2023.02.25. [pdf] [paper]
    Heyder et al. (2022),  European Journal of Operational Research, 302(1), 363-380.
  - The Policy Graph Decomposition of Multstage Stochastic Problems, 2022.11.11. [pdf] [paper]
    Dowson (2020), Networks, 76(1), 3-23.
  - An Approximate Dynamic Programming Approach to Mutidimensional Knapsack Problems, 2022.08.18. [pdf] [paper]
    Bertsimas and Demir (2002), Management Science, 48(4), 550-565.

• Machine Learning
  - Neural Combinatorial Optimization with Reinforcement Learning, 2021.09.24. [pdf] [paper]
    Bello et al. (2016), arXiv preprint arXiv:1611.09940.

If you need seminar presentation materials, please contact me.