A dynamic-speciation-based differential evolution with ring topology for constrained multimodal multi-objective optimization.
Guoqing LiWeiwei ZhangCaitong YueYirui WangJun TangShangce GaoPublished in: Inf. Sci. (2024)
Keyphrases
- multi objective optimization
- differential evolution
- evolutionary algorithm
- multi objective optimization problems
- multi objective
- optimization algorithm
- convergence speed
- differential evolution algorithm
- particle swarm optimization
- test functions
- optimization method
- genetic algorithm
- pareto optimal
- premature convergence
- constrained optimization problems
- nsga ii
- multiple objectives
- mutation operator
- particle swarm optimization pso
- evolutionary strategy
- evolution strategy
- multi objective evolutionary algorithms
- crossover and mutation
- numerical optimization problems
- parameter optimization
- particle swarm
- hybrid algorithm
- optimization problems
- multi objective problems
- global optimization problems
- objective function
- initial population
- simulated annealing
- multi objective genetic algorithm
- multi objective genetic algorithms