Scaled conjugate gradient algorithm

Mailer, M. (1993). A scaled conjugate gradient algorithm for fast supervised learning. Neural Networks 6,525-33. 

M.F. Moller, A Scaled Conjugate Gradient Algorithm for Fast Supervised Learning, Neural networks, vol. 6, no. 4, pp. 525-533, 1993. 

Neural network architectures and learning algorithms (see Table 9.1) GA = Genetic Algorithm SCG = Scaled Conjugate Gradient... 

Table 1. Confusion matrix of classification results based on Scaled Conjugate Gradient (SCG) Algorithm.

The Scaled Conjugate Gradient (SCG) algorithm was chosen as the training algorithm. Table 1 shows the MLP parameter settings used. 

It is noted that the Rosenbrock function given by the next equation has been used to test the performance of various algorithms including modified Newton s and conjugate gradient methods (Scales, 1986)... 

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