Clustering of Local Optima in Combinatorial Fitness Landscapes.
Gabriela OchoaSébastien VérelFabio DaolioMarco TomassiniPublished in: LION (2011)
Keyphrases
- fitness landscape
- evolutionary algorithm
- clustering method
- clustering algorithm
- k means
- optimal solution
- genetic algorithm
- particle swarm optimizer
- evolutionary computation
- pairwise
- document clustering
- self organizing maps
- fitness function
- high dimensional
- population size
- hierarchical clustering
- multi objective
- data points
- dimensionality reduction
- candidate solutions
- categorical data
- global optimum
- fuzzy clustering
- similarity function
- image segmentation
- spectral clustering
- optimization problems
- cluster analysis
- genetic programming
- information theoretic
- distance metric
- outlier detection
- unsupervised learning