Taming the State-space Explosion in the Makespan Optimization of Flexible Manufacturing Systems.
João BastosJeroen VoetenSander StuijkRamon R. H. SchiffelersHenk CorporaalPublished in: ACM Trans. Cyber Phys. Syst. (2021)
Keyphrases
- flexible manufacturing systems
- state space
- manufacturing systems
- dynamic scheduling
- optimization problems
- scheduling problem
- heuristic search
- global optimization
- reinforcement learning
- real time control
- lower bound
- optimal policy
- dynamical systems
- markov decision processes
- optimization algorithm
- markov chain
- optimization process
- flowshop
- planning problems
- optimization model
- markov decision process
- discrete optimization
- optimal solution
- neural network
- single machine