Differential evolution with nearest density clustering for multimodal optimization problems.
Yu SunGuanqin PanYaoshen LiYingying YangPublished in: Inf. Sci. (2023)
Keyphrases
- differential evolution
- evolutionary algorithm
- optimization problems
- constrained optimization problems
- convergence speed
- differential evolution algorithm
- test functions
- optimization algorithm
- particle swarm optimization
- mutation operator
- multi objective
- multi objective optimization problems
- optimization method
- premature convergence
- nsga ii
- multi objective optimization
- particle swarm optimization pso
- clustering algorithm
- evolutionary computation
- data points
- evolution strategy
- k means
- cost function
- genetic algorithm
- numerical optimization problems
- global optimization problems
- metaheuristic
- parameter optimization
- fitness function
- direct search
- optimization methods
- genetic programming
- function optimization problems
- solving global optimization problems
- evolutionary programming
- artificial bee colony
- particle swarm optimization algorithm
- hybrid algorithm
- simulated annealing
- particle swarm
- test problems
- harmony search
- knapsack problem
- objective function
- multiobjective optimization
- combinatorial optimization
- swarm intelligence
- multi objective genetic algorithm
- real coded
- numerical optimization
- crossover operator
- evolutionary strategy
- multi objective evolutionary algorithms