MATHEMATICALLY DESIGNED ARTIFICIAL NEURAL NETWORKS WITH GAUSS NEWTON ALGORITHM (original) (raw)

A simplified representation of some discrete problem is used to predict working of that problem. Mathematical model makes certain resembling on that problem. A multilayer Feedforward neural network is one of the computational mathematical model that can be performed as a linear or nonlinear mapping within the real world problems. Mathematically designed Artificial Neural Networks is applied on Multilayer Feedforward neural network with Backpropagation under Gauss Newton algorithm to overcome the complexity of conventional model. Also proposed model makes a prediction about real world problem which requires a model on classification for clinical findings and obtained results are compared with existing results.