Smart Short Term Capacity Planning: A Reinforcement Learning Approach.
Manuel SchneckenreitherSebastian WindmuellerStefan HaeusslerPublished in: APMS (1) (2021)
Keyphrases
- short term
- capacity planning
- reinforcement learning
- long term
- supply chain
- stochastic programming
- supply chain management
- short term and long term
- function approximation
- state space
- stock market
- optimal policy
- forecasting model
- markov decision processes
- short and long term
- machine learning
- wind speed
- power generation
- load forecasting
- multistage
- multi agent
- network management
- long term memory
- domain independent
- planning process
- context aware
- particle swarm optimization
- linear programming
- dynamic programming
- evolutionary algorithm
- artificial neural networks
- learning algorithm