Offline handwritten signature verification through network radial basis functions optimized by Differential Evolution.
Saulo Henrique Leoncio de Medeiros NapolesCleber ZanchettinPublished in: IJCNN (2012)
Keyphrases
- differential evolution
- radial basis function
- evolutionary algorithm
- differential evolution algorithm
- optimization algorithm
- particle swarm optimization
- test functions
- convergence speed
- evolution strategy
- genetic algorithm
- rbf neural network
- optimization method
- rbf network
- hybrid algorithm
- function approximation
- particle swarm optimization pso
- mutation operator
- numerical optimization problems
- particle swarm
- artificial neural networks
- basis functions
- neural network
- handwritten signature verification
- multilayer perceptron
- crossover operator
- activation function
- support vector
- function optimization problems
- multi objective
- artificial bee colony
- real coded
- global optimization problems
- parameter optimization
- solving global optimization problems
- similarity measure
- pso algorithm
- search space