Comparison of Stochastic Global Optimization Methods to Estimate Neural Network Weights.
Lonnie HammB. Wade BrorsenMartin T. HaganPublished in: Neural Process. Lett. (2007)
Keyphrases
- optimization methods
- neural network
- stochastic methods
- stage stochastic programs
- optimization problems
- simulated annealing
- optimization method
- optimization approaches
- global convergence
- rbf network
- efficient optimization
- bayesian network models
- neural network model
- genetic algorithm
- trust region
- continuous optimization
- direct optimization
- unconstrained optimization
- feed forward
- quasi newton
- inverse problems
- information retrieval
- optimization algorithm
- portfolio optimization
- evolutionary algorithm
- linear combination
- monte carlo
- metaheuristic
- hopfield neural network
- artificial neural networks
- particle swarm
- optimal solution
- evolution strategy
- multi layer perceptron
- search space
- back propagation