Grid Search for Operator and Parameter Control in Differential Evolution.
Vasileios A. TatsisKonstantinos E. ParsopoulosPublished in: SETN (2016)
Keyphrases
- differential evolution
- parameter optimization
- grid search
- evolutionary algorithm
- optimization algorithm
- differential evolution algorithm
- particle swarm optimization
- convergence speed
- control parameters
- test functions
- particle swarm optimization pso
- control system
- mutation operator
- evolution strategy
- optimization method
- genetic algorithm
- random search
- generalization ability
- cross validation
- constrained optimization problems
- parameter values
- hyperparameters
- random forest
- crossover operator
- control strategy
- particle swarm
- parameter estimation
- support vector machine
- prior information
- prior knowledge
- simulated annealing
- multi objective