Multilayered feed forward Artificial Neural Network model to predict the average summer-monsoon rainfall in India

Details Multilayered feed forward Artificial Neural Network model to predict the average summer-monsoon rainfall in India Multilayered feed forward Artificial Neural Network model to predict the average summer-monsoon rainfall in India

2006-09-06

arxiv.org/abs/nlin/0609014v1

Nonlinear Sciences

Adaptation and Self-Organizing Systems

19 pages, 1 table, 3 figures

Scientific paper

10.2478/s11600-007-0020-8

In the present research, possibility of predicting average summer-monsoon rainfall over India has been analyzed through Artificial Neural Network models. In formulating the Artificial Neural Network based predictive model, three layered networks have been constructed with sigmoid non-linearity. The models under study are different in the number of hidden neurons. After a thorough training and test procedure, neural net with three nodes in the hidden layer is found to be the best predictive model.

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