Deep reinforcement learning assisted co-evolutionary differential evolution for constrained optimization.
Zhenzhen HuWenyin GongWitold PedryczYanchi LiPublished in: Swarm Evol. Comput. (2023)
Keyphrases
- differential evolution
- constrained optimization
- reinforcement learning
- constrained optimization problems
- constraint handling
- evolutionary algorithm
- optimization algorithm
- differential evolution algorithm
- particle swarm optimization
- convergence speed
- optimization method
- mutation operator
- evolutionary strategy
- genetic algorithm
- particle swarm optimization pso
- evolution strategy
- objective function
- global optimization problems
- premature convergence
- direct search
- numerical optimization problems
- multi objective
- penalty function
- parameter optimization
- multi objective optimization
- solving global optimization problems
- particle swarm
- crossover operator
- harmony search
- pso algorithm
- genetic programming
- step size
- learning problems
- support vector machine
- support vector