Noisy optimization problems - a particular challenge for differential evolution?
Thiemo KrinkBogdan FilipicGary B. FogelPublished in: IEEE Congress on Evolutionary Computation (2004)
Keyphrases
- differential evolution
- evolutionary algorithm
- optimization problems
- differential evolution algorithm
- convergence speed
- test functions
- constrained optimization problems
- multi objective
- mutation operator
- optimization method
- genetic algorithm
- multi objective optimization
- metaheuristic
- benchmark problems
- particle swarm optimization
- optimization algorithm
- evolution strategy
- particle swarm optimization pso
- hybrid algorithm
- evolutionary computation
- particle swarm
- simulated annealing
- fitness function
- multi objective optimization problems
- global optimization problems
- function optimization problems
- evolutionary programming
- real coded
- artificial bee colony
- parameter optimization
- nsga ii
- premature convergence
- combinatorial optimization
- numerical optimization problems
- traveling salesman problem
- solving global optimization problems
- harmony search
- biogeography based optimization
- crossover operator
- test problems
- evolutionary strategy
- optimization methods
- knapsack problem
- genetic programming
- initial population
- direct search
- particle swarm optimization algorithm