Type-1 and singleton fuzzy logic system binary classifier trained by BFGS optimization method.
Pedro Henrique Souza CalderanoMateus Gheorghe de Castro RibeiroRodolfo S. TeixeiraRenan Piazzaroli Finotti AmaralIvan Fabio Mota de MenezesPublished in: Fuzzy Optim. Decis. Mak. (2023)
Keyphrases
- optimization method
- fuzzy logic
- genetic algorithm
- optimization algorithm
- optimization process
- optimization methods
- simulated annealing
- training set
- svm classifier
- particle swarm
- evolutionary algorithm
- optimization procedure
- quasi newton
- global optimum
- differential evolution
- training process
- binary classifiers
- metaheuristic
- hybrid algorithm
- input output
- fuzzy sets
- nonlinear optimization
- decision making
- neural network
- computational intelligence
- evolutionary computation
- supervised training
- nelder mead simplex
- back propagation
- support vector
- feature selection
- artificial intelligence
- learning algorithm
- rough sets
- harmony search
- expert systems
- fuzzy rules
- decision trees
- multi layer perceptron
- limited memory
- global convergence
- control system
- search algorithm
- feature space