Quantum Algorithm for Support Vector Machine with Exponentially Improved Dependence on Precision.
Xiao FengJincheng LiChanggui HuangJinze LiRuyin ChenJinfa KeZhenjiang MaPublished in: ICAIS (4) (2019)
Keyphrases
- improved algorithm
- computational complexity
- support vector machine
- detection algorithm
- optimization algorithm
- preprocessing
- significant improvement
- cost function
- experimental evaluation
- classification algorithm
- learning algorithm
- worst case
- segmentation algorithm
- times faster
- theoretical analysis
- computationally efficient
- expectation maximization
- particle swarm optimization
- simulated annealing
- search space
- optimal solution
- objective function
- recognition algorithm
- particle swarm optimization algorithm
- classification method
- support vector machine svm
- input data
- multi class
- computational cost