Data-driven algorithm design using neural networks with applications to branch-and-cut.
Hongyu ChengSammy KhalifeBarbara FiedorowiczAmitabh BasuPublished in: CoRR (2024)
Keyphrases
- data driven
- neural network
- learning algorithm
- theoretical analysis
- dynamic programming
- experimental evaluation
- high accuracy
- np hard
- design process
- preprocessing
- improved algorithm
- recognition algorithm
- matching algorithm
- computational cost
- optimal solution
- artificial neural networks
- detection algorithm
- objective function
- classification algorithm
- optimization algorithm
- computationally efficient
- search space
- significant improvement
- segmentation algorithm
- cost function
- computational complexity
- search algorithm
- times faster
- radial basis function
- convergence rate
- worst case