Improving the vector generation strategy of Differential Evolution for large-scale optimization.
Carlos SeguraCarlos A. Coello CoelloAlfredo García Hernández-DíazPublished in: Inf. Sci. (2015)
Keyphrases
- differential evolution
- evolutionary strategy
- optimization algorithm
- optimization method
- evolution strategy
- evolutionary algorithm
- global optimization problems
- parameter optimization
- differential evolution algorithm
- convergence speed
- real coded
- test functions
- harmony search
- particle swarm
- particle swarm optimization
- mutation operator
- constrained optimization problems
- direct search
- multi objective
- multi objective optimization
- particle swarm optimization pso
- premature convergence
- genetic algorithm
- hybrid algorithm
- evolutionary programming
- global optimization
- power flow
- numerical optimization
- solving global optimization problems
- biogeography based optimization
- optimization methods
- multi objective evolutionary algorithms
- optimization problems
- numerical optimization problems
- initial population
- artificial bee colony
- neural network
- evolutionary computation
- global convergence
- crossover operator
- genetic algorithm ga
- global search
- simulated annealing
- feature vectors
- multi objective genetic algorithm
- learning rate
- optimization process