Differential Evolution with fitness-difference based parameter control and hypervolume diversity indicator for numerical optimization.
Chongle RenZhenghao SongZhenyu MengPublished in: Eng. Appl. Artif. Intell. (2024)
Keyphrases
- differential evolution
- numerical optimization
- test functions
- evolutionary algorithm
- artificial bee colony
- premature convergence
- numerical optimization problems
- evolution strategy
- population diversity
- nsga ii
- convergence speed
- genetic algorithm
- differential evolution algorithm
- optimization algorithm
- multi objective
- particle swarm optimization
- candidate solutions
- mutation operator
- optimization method
- fitness function
- particle swarm optimization pso
- multi objective optimization
- multi objective evolutionary algorithms
- evolutionary computation
- control parameters
- crossover operator
- optimization problems
- control system
- pso algorithm
- genetic programming
- particle swarm optimization algorithm
- simulated annealing
- selection operator
- multiobjective optimization
- genetic algorithm ga
- artificial neural networks
- fitness landscape
- neural network
- global search
- control method