Scale-free network-based differential evolution to solve function optimization and parameter estimation of photovoltaic models.
Yang YuShangce GaoMengChu ZhouYirui WangZhenyu LeiTengfei ZhangJiahai WangPublished in: Swarm Evol. Comput. (2022)
Keyphrases
- parameter estimation
- differential evolution
- function optimization
- function optimization problems
- evolutionary algorithm
- mutation operator
- parameter optimization
- maximum likelihood
- model selection
- scale free
- markov random field
- crossover operator
- least squares
- genetic algorithm
- posterior distribution
- particle swarm optimization
- optimization algorithm
- expectation maximization
- em algorithm
- convergence speed
- ant colony optimization
- optimization method
- multi objective optimization
- small world
- structure learning
- multi objective
- biogeography based optimization
- complex networks
- optimization problems
- power law
- bayesian learning
- feature selection
- neural network
- probabilistic model
- genetic programming
- nsga ii
- hyperparameters
- community structure