NISQ-compatible approximate quantum algorithm for unconstrained and constrained discrete optimization.
Michael PerelshteinAlexey I. PakhomchikArtem MelnikovM. PodobriiA. TermanovaI. KreidichB. NurievSergei IudinC. W. MansellValerii M. VinokurPublished in: Quantum (2023)
Keyphrases
- learning algorithm
- detection algorithm
- worst case
- matching algorithm
- cost function
- optimization algorithm
- computational complexity
- discrete optimization
- preprocessing
- np hard
- convergence rate
- computational cost
- probabilistic model
- neural network
- particle swarm optimization
- expectation maximization
- objective function
- knapsack problem