A stochastic programming approach for planning horizons of infinite horizon capacity planning problems.
Kai HuangShabbir AhmedPublished in: Eur. J. Oper. Res. (2010)
Keyphrases
- infinite horizon
- planning problems
- stochastic programming
- state space
- capacity planning
- multistage
- optimal policy
- dynamic programming
- fixed cost
- linear program
- heuristic search
- domain independent
- finite horizon
- markov decision processes
- optimal control
- ai planning
- production planning
- long run
- capacity expansion
- planning systems
- partially observable
- probabilistic planning
- planning domains
- plan generation
- classical planning
- optimal planning
- planning process
- solving planning problems
- causal graph
- decision making under uncertainty
- average cost
- linear programming
- markov decision process
- deterministic domains
- reinforcement learning
- partially observable markov decision processes
- finite state
- lead time
- sufficient conditions
- temporal planning
- decision problems
- search algorithm