On the convergence of EKF-based parameters optimization for neural networks.
Angelo AlessandriMarta CuneoS. PagnanMarcello SanguinetiPublished in: CDC (2003)
Keyphrases
- neural network
- highly non linear
- number of iterations required
- faster convergence
- optimization algorithm
- parameter optimization
- initial conditions
- pattern recognition
- parameter values
- evolutionary strategy
- maximum likelihood
- fuzzy logic
- global optimization
- optimization problems
- constrained optimization
- fine tuning
- genetic algorithm ga
- quasi newton
- global convergence
- optimization criteria
- faster convergence rate
- lyapunov theory
- evolutionary multiobjective
- decision variables
- recurrent neural networks
- feed forward
- computer simulation
- artificial neural networks
- video sequences
- learning algorithm
- genetic algorithm