A sequential deep learning algorithm for sampled mixed-integer optimisation problems.
Mohammadreza ChamanbazRoland BouffanaisPublished in: Inf. Sci. (2023)
Keyphrases
- mixed integer
- optimisation problems
- learning algorithm
- optimisation algorithm
- evolutionary computation
- linear program
- lot sizing
- particle swarm optimisation
- feasible solution
- particle swarm
- benchmark problems
- benders decomposition
- convex hull
- optimal solution
- training data
- continuous variables
- linear programming
- active learning
- reinforcement learning
- machine learning
- genetic programming
- supervised learning
- particle swarm optimization
- evolutionary algorithm
- neural network
- swarm intelligence
- training samples
- graphical models
- test suite
- computational intelligence
- objective function
- genetic algorithm