Strengthening evolution-based differential evolution with prediction strategy for multimodal optimization and its application in multi-robot task allocation.
Hong ZhaoLing TangJia Rui LiJing LiuPublished in: Appl. Soft Comput. (2023)
Keyphrases
- differential evolution
- evolutionary strategy
- optimization algorithm
- parameter optimization
- optimization method
- evolution process
- evolutionary algorithm
- evolution strategy
- global optimization problems
- convergence speed
- particle swarm optimization
- differential evolution algorithm
- test functions
- harmony search
- real coded
- particle swarm optimization pso
- direct search
- particle swarm
- optimization problems
- mutation operator
- numerical optimization
- solving global optimization problems
- genetic algorithm
- constrained optimization problems
- multi objective
- premature convergence
- global optimization
- numerical optimization problems
- multi objective optimization
- prediction model
- pso algorithm
- neural network
- metaheuristic
- multi robot systems
- function optimization
- crossover operator
- artificial bee colony
- nsga ii
- multi robot task allocation