Volume 14 Issue 1
Published: 2014-12-01
Contents
Article
Learning rate for the back propagation algorithm based on modified scant equation
Dr.Khalil K. Abbo, Marwa S. Jaborry
The classical Back propagation method (CBP) is the simplest algorithm for training feed-forward neural networks. It uses the steepest descent direction with fixed learning rate to minimize the...
DOI: 10.33899/iqjoss.2014.089207
A New sufficient descent Conjugate Gradient Method for Nonlinear Optimization
Dr. Basim A. Hassan, Omer M. Esmaeel
In this paper, a new conjugate gradient method based on exact step size which produces sufficient descent search direction at every iteration is introduced. We prove its global convergence, and...
DOI: 10.33899/iqjoss.2014.089208
