Optimization of modular granular neural networks using hierarchical genetic algorithms for human recognition using the ear biometric measure.
Daniela SánchezPatricia MelinPublished in: Eng. Appl. Artif. Intell. (2014)
Keyphrases
- neural network
- modular neural networks
- genetic algorithm
- pattern recognition
- optimization method
- fuzzy logic
- evolutionary learning
- artificial neural networks
- function optimization
- human identification
- optimization problems
- optimization algorithm
- back propagation
- global optimization
- multi layer
- hybrid intelligent systems
- face biometrics
- biometric identification
- highly non linear
- parameter optimization
- learning classifier systems
- coarse to fine
- genetic algorithm ga
- soft computing
- granular computing
- evolutionary strategy
- human judgments
- neural network model
- fuzzy sets
- feature extraction
- constrained optimization
- artificial immune system
- simulated annealing
- rough sets
- evolutionary algorithm
- multi population
- face recognition