An approximation algorithm for the uniform capacitated k-means problem.
Lu HanDachuan XuDonglei DuDongmei ZhangPublished in: J. Comb. Optim. (2022)
Keyphrases
- k means
- np hard
- detection algorithm
- cost function
- computational complexity
- preprocessing
- learning algorithm
- segmentation algorithm
- worst case
- simulated annealing
- expectation maximization
- search space
- lower bound
- computational cost
- dynamic programming
- clustering method
- data clustering
- benchmark problems
- approximation algorithms
- uniform sampling
- fuzzy clustering algorithm
- network flow
- convergence rate
- cluster analysis
- linear programming