Lookahead approximate dynamic programming for stochastic aircraft maintenance check scheduling optimization.
Qichen DengBruno Filipe SantosPublished in: Eur. J. Oper. Res. (2022)
Keyphrases
- approximate dynamic programming
- stochastic dynamic programming
- linear program
- preventive maintenance
- reinforcement learning
- dynamic programming
- scheduling problem
- step size
- factored mdps
- optimization algorithm
- linear programming
- global optimization
- least squares
- control policy
- objective function
- learning algorithm
- average cost
- multiscale