Modified Lévy flight distribution algorithm for global optimization and parameters estimation of modified three-diode photovoltaic model.
Essam H. HousseinMohamed H. HassanSalah KamelKashif HussainFatma A. HashimPublished in: Appl. Intell. (2023)
Keyphrases
- global optimization
- parameters estimation
- mathematical model
- parameter estimation
- estimation algorithm
- probabilistic model
- ant colony algorithm
- global solution
- objective function
- optimization method
- particle swarm optimization
- optimization algorithm
- constrained global optimization
- global search
- em algorithm
- computational complexity
- expectation maximization
- data clustering
- dynamic programming
- k means
- optimal solution
- similarity measure
- machine learning
- computationally efficient
- energy function
- bayesian framework
- maximum likelihood
- simulated annealing
- ground truth
- globally optimal