An Improved Differential Evolution to Extract Photovoltaic Cell Parameters.
Zuowen LiaoQiong GuShuijia LiZhenzhen HuBin NingPublished in: IEEE Access (2020)
Keyphrases
- differential evolution
- parameter optimization
- evolutionary algorithm
- differential evolution algorithm
- optimization algorithm
- evolutionary strategy
- particle swarm optimization
- test functions
- convergence speed
- optimization method
- mutation operator
- hybrid algorithm
- genetic algorithm
- multi objective optimization
- maximum likelihood
- global optimization problems
- premature convergence
- constrained optimization problems
- numerical optimization problems
- particle swarm optimization pso
- parameter settings
- control parameters
- evolutionary programming
- function optimization problems
- multi objective
- direct search
- solving global optimization problems
- evolution strategy
- parameter values
- parameter estimation
- scale factor
- crossover operator
- evolutionary computation
- expectation maximization
- initial population
- numerical optimization
- harmony search
- real coded
- objective function
- crossover rate
- neural network