On Convergence of Differential Evolution Over a Class of Continuous Functions With Unique Global Optimum.
Sayan GhoshSwagatam DasAthanasios V. VasilakosKaushik SureshPublished in: IEEE Trans. Syst. Man Cybern. Part B (2012)
Keyphrases
- differential evolution
- global optimum
- optimization method
- continuous functions
- convergence speed
- global convergence
- evolutionary algorithm
- step size
- optimization algorithm
- particle swarm optimization
- simulated annealing
- optimization methods
- differential evolution algorithm
- differential equations
- genetic algorithm
- real valued
- particle swarm
- objective function
- premature convergence
- mutation operator
- hybrid algorithm
- particle swarm optimization algorithm
- convergence rate
- particle swarm optimization pso
- endpoints
- parameter optimization
- multi objective
- crossover operator
- optimal solution
- genetic programming
- global optimization
- search space
- pso algorithm