Quantum algorithm for linear non-unitary dynamics with near-optimal dependence on all parameters.
Dong AnAndrew M. ChildsLin LinPublished in: CoRR (2023)
Keyphrases
- optimization algorithm
- preprocessing
- detection algorithm
- learning algorithm
- expectation maximization
- parameter selection
- worst case
- experimental evaluation
- dynamic programming
- times faster
- closed form
- computational complexity
- linear complexity
- parameter estimation
- k means
- cost function
- piecewise linear
- recognition algorithm
- matching algorithm
- significant improvement
- particle swarm optimization
- linear programming
- simulated annealing
- optimal parameters
- steepest descent method
- curve fitting
- linear systems
- transfer function
- parameter tuning
- convergence rate
- dynamical systems
- clustering method
- em algorithm
- input data
- optimal solution