Signatures verification based on PNN classifier optimised by PSO algorithm.
Piotr PorwikRafal DorozTomasz OrczykPublished in: Pattern Recognit. (2016)
Keyphrases
- pso algorithm
- probabilistic neural network
- particle swarm optimization
- particle swarm optimization algorithm
- skilled forgeries
- signature verification
- global optimization
- particle swarm optimization pso
- convergence speed
- test functions
- faster convergence
- particle swarm
- adaptive particle swarm optimization
- particle swarm optimisation
- premature convergence
- hybrid pso
- nature inspired
- inertia weight
- neural network
- swarm intelligence
- particle swarm optimizer
- differential evolution
- global search
- support vector machine
- feature selection
- hybrid particle swarm optimization
- global optimization problems
- improved pso algorithm
- hybrid algorithm
- genetic algorithm ga
- metaheuristic
- simulated annealing
- nearest neighbor
- control system
- feature space
- support vector
- search capabilities
- pid controller
- pattern classification
- ant colony optimization
- feature set
- genetic algorithm