Improved constrained learning algorithms by incorporating additional functional constraints into neural networks.
Fei HanDe-Shuang HuangPublished in: Appl. Math. Comput. (2006)
Keyphrases
- neural network
- learning algorithm
- back propagation
- constrained problems
- pattern recognition
- artificial neural networks
- data sets
- genetic algorithm
- fuzzy logic
- constrained optimization
- training process
- geometric constraints
- neural network model
- training examples
- co occurrence
- training data
- lagrange multipliers
- rule extraction
- user defined constraints
- learning scheme
- multilayer perceptron
- learning problems
- transfer learning
- expert systems