A robust method based on reinforcement learning and differential evolution for the optimal photovoltaic parameter extraction.
Xiaobing YuJiaqi ZhouPublished in: Appl. Soft Comput. (2023)
Keyphrases
- differential evolution
- reinforcement learning
- evolutionary algorithm
- differential evolution algorithm
- optimization algorithm
- convergence speed
- test functions
- particle swarm optimization
- optimization method
- numerical optimization problems
- hybrid algorithm
- multi objective
- particle swarm optimization pso
- evolution strategy
- mutation operator
- multi objective optimization
- direct search
- dynamic programming
- genetic algorithm
- constrained optimization problems
- evolutionary programming
- real coded
- global optimization problems
- parameter optimization
- solving global optimization problems
- crossover operator
- function optimization problems
- evolutionary strategy
- pso algorithm
- artificial bee colony
- multi agent reinforcement learning
- nsga ii
- parameter settings
- learning problems
- evolutionary computation
- markov chain
- genetic programming
- simulated annealing
- learning algorithm