The application of particle swarm optimizaton algorithm in training forward neural network.
Shaozhong SongLibiao ZhangShu HuaPublished in: SNPD (2) (2007)
Keyphrases
- particle swarm
- neural network
- training algorithm
- particle swarm optimization
- optimization method
- learning algorithm
- particle swarm optimization algorithm
- feed forward neural networks
- cost function
- objective function
- neural network training
- optimization algorithm
- hybrid algorithm
- decision making
- levenberg marquardt
- optimal solution
- improved algorithm
- convergence rate
- binary particle swarm optimization
- artificial intelligence
- swarm intelligence
- back propagation
- k means
- premature convergence
- hybrid optimization algorithm
- multi layer perceptron
- pso algorithm
- global optimization
- differential evolution
- simulated annealing
- np hard
- evolutionary algorithm