FLS: A New Local Search Algorithm for K-means with Smaller Search Space.
Junyu HuangQilong FengZiyun HuangJinhui XuJianxin WangPublished in: IJCAI (2022)
Keyphrases
- search algorithm
- search space
- k means
- heuristic search
- search strategy
- search tree
- branch and bound
- hill climbing
- data clustering
- input output
- clustering algorithm
- reduce the search space
- cluster analysis
- spectral clustering
- global search
- search problems
- search procedure
- combinatorial search
- membership functions
- hierarchical clustering
- tabu search
- fitness function
- unsupervised clustering
- constraint satisfaction problems
- search methods
- prune the search space
- fuzzy clustering algorithm
- type fuzzy logic systems
- fuzzy c means
- self organizing maps
- metaheuristic
- back propagation
- state space
- clustering method
- expectation maximization
- genetic algorithm
- effective pruning
- suboptimal solutions
- probabilistic model
- motion estimation
- search procedures
- path finding
- exhaustive search
- data sets
- global optimum
- solution space