An investigation of clustering strategies in many-objective optimization: the I-Multi algorithm as a case study.
Olacir R. Castro Jr.Aurora T. R. PozoJosé Antonio LozanoRoberto SantanaPublished in: Swarm Intell. (2017)
Keyphrases
- k means
- learning algorithm
- clustering method
- simulated annealing
- experimental evaluation
- clustering algorithm
- optimal solution
- preprocessing
- np hard
- hierarchical clustering
- detection algorithm
- worst case
- ant colony optimization
- synthetic datasets
- times faster
- objective function
- matching algorithm
- data clustering
- segmentation algorithm
- solution quality
- recognition algorithm
- computational cost
- dynamic programming
- significant improvement
- computational complexity
- clustering analysis
- document clustering
- optimization algorithm
- expectation maximization
- genetic programming
- cost function
- image sequences