The optimization landscape of hybrid quantum-classical algorithms: From quantum control to NISQ applications.
Xiaozhen GeRe-Bing WuHerschel RabitzPublished in: Annu. Rev. Control. (2022)
Keyphrases
- optimization problems
- computational cost
- quantum computation
- learning algorithm
- quantum computing
- discrete optimization
- recently developed
- orders of magnitude
- evolutionary algorithm
- real time
- combinatorial optimization
- computational efficiency
- hybrid approaches
- efficient optimization
- optimization procedure
- global optimization
- benchmark datasets
- optimization algorithm
- theoretical analysis
- optimization method
- machine learning algorithms
- evolution strategy
- stochastic gradient
- convex optimization problems
- control system
- data structure
- genetic algorithm