Training high-dimensional neural networks with cooperative particle swarm optimiser.
Anna S. RakitianskaiaAndries P. EngelbrechtPublished in: IJCNN (2014)
Keyphrases
- particle swarm
- cooperative
- neural network
- high dimensional
- particle swarm optimization
- genetic algorithm
- optimization method
- particle swarm optimization algorithm
- training process
- particle swarm algorithm
- evolutionary algorithm
- multi objective
- swarm intelligence
- optimisation problems
- training algorithm
- premature convergence
- feedforward neural networks
- binary particle swarm optimization
- feed forward neural networks
- differential evolution
- optimization strategy
- search capabilities
- optimization methods
- pso algorithm
- distribution network
- multi layer perceptron
- low dimensional
- fuzzy logic
- backpropagation algorithm
- back propagation
- hybrid algorithm
- hybrid optimization algorithm
- training set
- similarity search
- global optimization
- particle swarm optimization pso
- artificial neural networks
- high dimensional data
- optimization algorithm
- optimization problems
- simulated annealing
- predator prey
- particle swarm optimisation
- feature space
- feed forward
- cost function
- data points
- nearest neighbor
- dimensionality reduction
- fitness function
- genetic algorithm ga
- neural network model