Capturing Symmetries of Quantum Optimization Algorithms Using Graph Neural Networks.
Ajinkya DeshpandeAlexey A. MelnikovPublished in: Symmetry (2022)
Keyphrases
- neural network
- optimization problems
- discrete optimization
- graph theory
- computational cost
- computationally efficient
- partitioning algorithm
- optimization methods
- directed graph
- optimization algorithm
- lower bound
- bayesian networks
- fuzzy logic
- computational complexity
- graph partitioning
- reinforcement learning
- planar graphs