The use of fuzzy logic and neural networks models for sensory properties prediction from process and structure parameters of knitted fabrics.
Selsabil El-Ghezal JeguirimAmal Babay DhouibMahdi SahnounMorched CheikhrouhouLaurence SchacherDominique AdolphePublished in: J. Intell. Manuf. (2011)
Keyphrases
- fuzzy logic
- neural network
- prediction model
- back propagation
- fuzzy inference system
- structural properties
- process model
- pattern recognition
- neural network model
- predictive model
- parameter estimation
- prediction accuracy
- radial basis function network
- parametric models
- artificial neural networks
- free parameters
- artificial intelligence
- linear model
- genetic algorithm
- models built
- root mean square error
- short term prediction
- radial basis function neural network
- soft computing
- membership functions
- multi layer perceptron
- multilayer perceptron
- evolutionary computation
- fuzzy membership functions
- maximum likelihood
- fuzzy sets
- neural network ensemble
- neural networks and genetic algorithms
- rough sets