A quantum algorithm of K-means toward practical use.
Hiroshi OhnoPublished in: Quantum Inf. Process. (2022)
Keyphrases
- k means
- learning algorithm
- improved algorithm
- expectation maximization
- computational complexity
- computational cost
- cost function
- clustering algorithm
- data clustering
- matching algorithm
- clustering method
- experimental evaluation
- optimization algorithm
- particle swarm optimization
- computationally demanding
- cluster analysis
- rough k means
- search space
- optimal solution
- linear programming
- computationally efficient
- probabilistic model
- detection algorithm
- dynamic programming
- multi objective
- times faster
- preprocessing
- recognition algorithm
- objective function
- fuzzy k means
- data sets