Multi-objective PSO algorithm for mining numerical association rules without a priori discretization.
Vahid BeiranvandMohamad Mobasher-KashaniAzuraliza Abu BakarPublished in: Expert Syst. Appl. (2014)
Keyphrases
- multi objective
- particle swarm optimization
- pso algorithm
- association rules
- association rule mining
- numerical attributes
- optimization algorithm
- particle swarm optimization pso
- mining association rules
- knowledge discovery
- data mining
- frequent itemsets
- frequent patterns
- itemsets
- evolutionary algorithm
- global optimization
- data mining techniques
- apriori algorithm
- multi objective optimization
- particle swarm optimization algorithm
- test functions
- particle swarm
- convergence speed
- numeric attributes
- particle swarm optimisation
- swarm intelligence
- differential evolution
- objective function
- faster convergence
- genetic algorithm
- adaptive particle swarm optimization
- hybrid algorithm
- inertia weight
- premature convergence
- global search
- nsga ii
- optimization method
- ant colony optimization
- rules discovered
- global optimization problems
- particle swarm optimizer
- hybrid pso
- simulated annealing
- evolutionary computation
- hybrid particle swarm optimization