Dynamic perturbation for population diversity management in differential evolution.
Le Van CuongNguyen Ngoc BaoNguyen Khanh PhuongHuynh Thi Thanh BinhPublished in: GECCO Companion (2022)
Keyphrases
- differential evolution
- population diversity
- evolutionary algorithm
- convergence speed
- premature convergence
- particle swarm optimization
- mutation operator
- evolutionary strategy
- crossover operator
- optimization algorithm
- differential evolution algorithm
- optimization method
- particle swarm optimization pso
- test functions
- genetic algorithm
- multi objective
- multi objective optimization
- evolutionary computation
- evolution strategy
- evolution process
- optimization problems
- numerical optimization problems
- hybrid algorithm
- evolutionary programming
- function optimization
- pso algorithm
- global search
- particle swarm optimization algorithm
- genetic algorithm ga
- fitness function
- harmony search
- particle swarm
- simulated annealing
- parameter optimization
- artificial bee colony
- solving global optimization problems
- nsga ii
- step size
- genetic programming
- optimal solution