Enhancing the differential evolution with convergence speed controller for continuous optimization problems.
Shujin YeHan HuangChangjian XuPublished in: GECCO (Companion) (2014)
Keyphrases
- convergence speed
- differential evolution
- continuous optimization problems
- optimization problems
- evolutionary algorithm
- combinatorial optimization problems
- particle swarm optimization
- optimization algorithm
- optimization method
- test functions
- differential evolution algorithm
- particle swarm optimization algorithm
- global search
- control system
- hybrid algorithm
- mutation operator
- steady state error
- step size
- genetic algorithm
- multi objective
- premature convergence
- particle swarm optimization pso
- fuzzy controller
- continuous optimization
- parameter optimization
- benchmark problems
- evolution strategy
- global convergence
- multi objective optimization
- pid controller
- metaheuristic
- particle swarm
- control algorithm
- population diversity
- learning rate
- knapsack problem
- search capabilities
- simulated annealing
- evolutionary strategy
- genetic programming
- closed loop
- control parameters
- evolutionary computation
- control scheme
- neural network
- real coded
- crossover operator
- optimization methods
- pso algorithm
- fitness function
- test problems
- combinatorial optimization
- control strategy
- objective function