Solving nonstationary infinite horizon stochastic production planning problems.
Alfredo GarciaRobert L. SmithPublished in: Oper. Res. Lett. (2000)
Keyphrases
- planning problems
- non stationary
- infinite horizon
- finite horizon
- state space
- production planning
- solving planning problems
- optimal policy
- probabilistic planning
- markov decision processes
- markov decision problems
- heuristic search
- lot size
- domain independent
- control policies
- long run
- dynamic programming
- optimal control
- stochastic demand
- inventory policy
- partially observable markov decision processes
- partially observable
- production cost
- inventory level
- ai planning
- markov decision process
- single item
- reinforcement learning
- planning domains
- average cost
- classical planning
- lost sales
- inventory control
- optimal planning
- markov chain
- lead time
- fixed cost
- planning graph
- planning under uncertainty
- production system
- dynamic environments
- continuous state
- temporal planning