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Applying machine learning for the anticipation of complex nesting solutions in hierarchical production planning.
Christian Gahm
Aykut Uzunoglu
Stefan Wahl
Chantal Ganschinietz
Axel Tuma
Published in:
Eur. J. Oper. Res. (2022)
Keyphrases
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production planning
machine learning
multi period
lot sizing
integer programming
production cost
knapsack problem
learning algorithm
decision trees
real time
complex systems
benchmark problems
data mining
life cycle
optimization problems
reinforcement learning
planning horizon
decision making