Exploratory Analysis of Clustering Problems Using a Comparison of Particle Swarm Optimization and Differential Evolution.
Sobia SaleemMarcus GallagherPublished in: ACALCI (2017)
Keyphrases
- differential evolution
- particle swarm optimization
- exploratory analysis
- evolutionary algorithm
- global optimization problems
- multi objective problems
- constrained optimization problems
- convergence speed
- differential evolution algorithm
- pso algorithm
- particle swarm
- particle swarm optimization pso
- hybrid algorithm
- optimization algorithm
- test functions
- optimization problems
- optimization method
- global optimization
- premature convergence
- multi objective
- numerical optimization problems
- evolutionary programming
- particle swarm optimization algorithm
- multi objective optimization
- swarm intelligence
- direct search
- mutation operator
- genetic algorithm
- solving global optimization problems
- evolution strategy
- data visualization
- ant colony optimization
- data mining
- parameter optimization
- global search
- test problems
- artificial bee colony
- metaheuristic
- data management
- data analysis
- neural network