Reinforcement Learning With Data Envelopment Analysis and Conditional Value-At-Risk for the Capacity Expansion Problem.
Chia-Yen LeeYen-Wen ChenPublished in: IEEE Trans. Engineering Management (2024)
Keyphrases
- data envelopment analysis
- capacity expansion
- reinforcement learning
- control policies
- linear programming
- input output
- mathematical programming
- multistage
- capacity planning
- dea models
- production planning
- optimal policy
- multi criteria
- mixed integer programming
- optimal control
- dynamic programming
- dea model
- multiple objective programming
- markov decision processes
- distribution network
- action space
- control policy
- state space
- machine learning
- linear program
- learning algorithm
- neural network
- mixed integer
- np complete
- cost function