Optimization of Association Rules with Genetic Algorithms.
J. Christian AvendanoP. Martín GutiérrezPublished in: SCCC (2010)
Keyphrases
- association rules
- genetic algorithm
- optimization method
- data mining
- evolution strategy
- optimization algorithm
- function optimization
- neural network
- association rule mining
- optimization problems
- evolutionary algorithm
- parameter optimization
- optimization process
- knowledge discovery
- multi objective
- artificial neural networks
- constrained optimization
- optimization methods
- association rules mining
- mining association rules
- optimization model
- global search
- multi population
- faster convergence rate
- global optimization
- rule sets
- differential evolution
- fuzzy logic
- tabu search
- particle swarm optimization
- genetic programming
- databases
- decision trees
- simulated annealing
- population size
- data mining techniques
- association mining
- itemsets
- crossover operator
- formal concept analysis
- fitness function
- mining algorithm