Identifying and exploiting the scale of a search space in differential evolution.
James MontgomeryStephen ChenYasser González-FernándezPublished in: IEEE Congress on Evolutionary Computation (2014)
Keyphrases
- differential evolution
- search space
- evolutionary algorithm
- convergence speed
- particle swarm optimization
- optimization algorithm
- differential evolution algorithm
- premature convergence
- test functions
- particle swarm optimization pso
- optimization method
- constrained optimization problems
- genetic algorithm
- mutation operator
- fitness function
- metaheuristic
- multi objective optimization
- global search
- evolution strategy
- hybrid algorithm
- direct search
- evolutionary programming
- function optimization problems
- adaptive differential evolution
- harmony search
- parameter optimization
- numerical optimization problems
- crossover operator
- global optimum
- solution space
- real coded
- global optimization problems
- hill climbing
- scale factor
- genetic programming
- multi objective
- search algorithm
- search procedure
- numerical optimization
- evolutionary search
- simulated annealing
- biogeography based optimization
- neural network