Genetic Algorithm with Novel Crossover, Selection and Health Check for Clustering.
Abul Hashem BegMd Zahidul IslamPublished in: ESANN (2016)
Keyphrases
- genetic algorithm
- crossover and mutation
- selection strategy
- fitness function
- genetic programming
- genetic algorithm ga
- crossover operator
- clustering algorithm
- mutation operator
- real coded
- clustering method
- genetic operators
- evolutionary algorithm
- multi objective
- k means
- cluster analysis
- unsupervised learning
- spectral clustering
- differential evolution
- self organizing maps
- initial population
- graph theoretic
- candidate solutions
- artificial neural networks
- genetic search
- neural network
- multi objective optimization
- fuzzy logic
- hierarchical clustering
- document clustering
- optimization method
- evolutionary computation
- metaheuristic
- data points
- data clustering
- categorical data
- similarity measure
- outlier detection
- particle swarm optimization
- image segmentation
- simulated annealing