Benchmarking Adaptive Quantum Circuit Optimization Algorithms for Quantum Chemistry.
Waheeda SaibXavier Bonet-MonroigVedran DunjkoIvano TavernelliThomas BäckHao WangPublished in: QCE (2023)
Keyphrases
- optimization problems
- learning algorithm
- optimization methods
- orders of magnitude
- evolution strategy
- approximately optimal
- computational complexity
- combinatorial optimization
- logic circuits
- stochastic search
- discrete optimization
- computationally efficient
- high speed
- significant improvement
- stochastic gradient
- quantum computing
- benchmark datasets
- neural network
- machine learning algorithms
- theoretical analysis
- machine learning