Optimum weights and biases for feed forward neural network by particle swarm optimisation.
Pratik Ramesh HajareNarendra G. BawanePoonam T. AgarkarPublished in: Int. J. Granul. Comput. Rough Sets Intell. Syst. (2015)
Keyphrases
- particle swarm optimisation
- feed forward neural networks
- neural network
- back propagation
- multi layer
- optimisation problems
- optimization algorithm
- feed forward
- linear combination
- basis functions
- artificial neural networks
- hidden layer
- activation function
- pso algorithm
- search capabilities
- control parameters
- genetic algorithm ga
- fitness function
- global search
- global optimization
- optimal parameters
- fuzzy inference system
- evolution strategy
- recurrent neural networks
- learning rate
- particle swarm optimization
- training algorithm
- particle swarm
- fuzzy logic
- multi objective
- genetic algorithm