This is a special topic which is for combinatorial optimization using graph neural networks.
- Branch and Bound
- Cutting Plane
- Column Generation
Paper | Code | Dataset | Task | Model | Year | Conference |
---|---|---|---|---|---|---|
Combinatorial Optimization and Reasoning with Graph Neural Networks | - |
Dataset | Task | Description | Reference |
---|---|---|---|
Large-scale Complete Graph Instances | [Max-Cut Problem] | - | - |
- graph neural networks
- neural networks
- traditional algorithm