Self-Adapting Control Parameters in Differential Evolution: A Comparative Study on Numerical Benchmark Problems.
Janez BrestSaso GreinerBorko BoskovicMarjan MernikViljem ZumerPublished in: IEEE Trans. Evol. Comput. (2006)
Keyphrases
- benchmark problems
- control parameters
- differential evolution algorithm
- differential evolution
- optimization algorithm
- evolutionary algorithm
- simulated annealing
- optimization problems
- test problems
- particle swarm optimization pso
- multi objective
- optimization method
- particle swarm optimization
- artificial bee colony
- convergence speed
- genetic algorithm
- optimisation problems
- mutation operator
- hybrid algorithm
- job shop scheduling problem
- learning rate
- pid controller
- scale factor
- premature convergence
- evolutionary computation
- metaheuristic
- closed loop
- traveling salesman problem
- evolutionary strategy
- support vector machine