Robustness of Quantum Algorithms for Nonconvex Optimization.
Weiyuan GongChenyi ZhangTongyang LiPublished in: CoRR (2022)
Keyphrases
- optimization problems
- optimization methods
- discrete optimization
- combinatorial optimization
- computational complexity
- data sets
- optimization process
- cost function
- computational cost
- computational efficiency
- machine learning algorithms
- evolution strategy
- neural network
- objective function
- times faster
- orders of magnitude
- optimization algorithm
- data structure
- significant improvement
- evolutionary algorithm
- search space
- lower bound