Using the proximal policy optimisation algorithm for solving the stochastic capacitated lot sizing problem.
Lotte van HezewijkNico P. DellaertTom Van WoenselNoud GademannPublished in: Int. J. Prod. Res. (2023)
Keyphrases
- optimisation algorithm
- ant colony
- optimisation problems
- control policies
- ant colony optimisation
- computational intelligence
- particle swarm
- ant colony optimization
- linear programming
- linear program
- evolutionary computation
- state dependent
- particle swarm optimisation
- optimal policy
- markov decision problems
- object oriented
- stochastic control