Effect of barren plateaus on gradient-free optimization.
Andrew ArrasmithMarco CerezoPiotr CzarnikLukasz CincioPatrick J. ColesPublished in: Quantum (2021)
Keyphrases
- optimization process
- steepest descent method
- edge detection
- global optimization
- data sets
- optimization strategies
- optimal design
- constrained optimization
- optimization problems
- genetic algorithm
- combinatorial optimization
- optimization methods
- cost function
- learning algorithm
- gradient information
- joint optimization
- discrete optimization
- neural network
- gradient direction
- database