A two-phase optimization model combining Markov decision process and stochastic programming for advance surgery scheduling.
Jian ZhangMahjoub DridiAbdellah El MoudniPublished in: Comput. Ind. Eng. (2021)
Keyphrases
- optimization model
- stochastic programming
- markov decision process
- multistage
- optimal policy
- chance constrained
- linear program
- markov decision processes
- state space
- optimization process
- finite horizon
- asset liability management
- infinite horizon
- network flow
- reinforcement learning
- scheduling problem
- decision problems
- initial state
- resource allocation
- linear programming
- dynamic programming
- transition probabilities
- average cost
- robust optimization
- random walk
- special case