Global Convergence and Limit Cycle Behavior of Weights of Perceptron.
Charlotte Yuk-Fan HoBingo Wing-Kuen LingHak-Keung LamMuhammad H. U. NasirPublished in: IEEE Trans. Neural Networks (2008)
Keyphrases
- global convergence
- limit cycle
- convergence analysis
- optimization methods
- global optimum
- convergence speed
- convergence rate
- constrained optimization problems
- neural network
- convex minimization
- particle swarm
- neural model
- optimization method
- linear combination
- line search
- experimental data
- steady state
- control scheme
- simulated annealing
- feature vectors
- support vector
- newton method
- learning algorithm
- globally convergent
- machine learning