A quantum central path algorithm for linear optimization.
Brandon AugustinoJiaqi LengGiacomo NanniciniTamás TerlakyXiaodi WuPublished in: CoRR (2023)
Keyphrases
- detection algorithm
- optimization process
- dynamic programming
- optimization algorithm
- optimization method
- improved algorithm
- cost function
- theoretical analysis
- preprocessing
- k means
- np hard
- computational cost
- experimental evaluation
- learning algorithm
- high accuracy
- significant improvement
- piecewise linear
- simulated annealing
- search space
- computational complexity
- times faster
- stochastic gradient
- linear programming
- constrained optimization
- optimization model
- combinatorial optimization
- linear systems
- semidefinite programming
- closed form
- path planning
- segmentation algorithm
- expectation maximization
- input data
- worst case
- evolutionary algorithm
- association rules
- optimal solution
- similarity measure
- decision trees