Micro Differential Evolution Performance Empirical Study for High Dimensional Optimization Problems.
Mauricio Olguín-CarbajalJuan Carlos Herrera-LozadaJavier Arellano-VerdejoRicardo Barrón FernándezHind TaudPublished in: LSSC (2013)
Keyphrases
- empirical studies
- differential evolution
- evolutionary algorithm
- optimization problems
- high dimensional
- differential evolution algorithm
- multi objective
- mutation operator
- convergence speed
- evolutionary computation
- metaheuristic
- optimization method
- constrained optimization problems
- particle swarm optimization pso
- test functions
- multi objective optimization
- fitness function
- optimization algorithm
- empirical analysis
- evolution strategy
- particle swarm
- genetic algorithm
- parameter optimization
- function optimization
- numerical optimization problems
- test problems
- premature convergence
- artificial bee colony
- multi objective optimization problems
- optimization methods
- knapsack problem
- particle swarm optimization
- function optimization problems
- feature space
- parameter space
- hybrid algorithm
- direct search
- genetic programming
- simulated annealing
- data points
- traveling salesman problem
- evolutionary strategy
- evolutionary programming
- harmony search
- nsga ii
- crossover operator
- combinatorial optimization
- solving global optimization problems
- biogeography based optimization
- real coded
- objective function
- feature selection