Rainfall Forecasting Using Neural Network - Couverture souple

Darji, Mohini; Joshi, Sachi; Darji, Yashesh

 
9786206843993: Rainfall Forecasting Using Neural Network
Couverture souple
ISBN 10 : 6206843998 ISBN 13 : 9786206843993
Editeur : LAP LAMBERT Academic Publishing, 2023

Synopsis

An accurate rainfall forecasting is a challenging problem for agriculture dependent countries like India for analyzing the crop productivity, use of water resources and pre-planning of water resources. This book provides issues involved in prediction of daily, monthly, and yearly rainfall data using neural network. We incorporate various models such as ARIMA, Feed Forward Neural Network (FFNN), Radial Basis Function Neural Network (RBFNN), and Time Delay Neural Network (TDNN) techniques for rainfall prediction. All the models implemented using MATLAB software. The purpose of the book is to uses Genetic Algorithm (GA) for optimizing biases and weights of neural network. The results of ARIMA model are compared with the results obtained using three neural network models.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2023
Langue
anglais
ISBN 10 
6206843998
ISBN 13 
9786206843993
Reliure
Broché
Nombre de pages
88
Coordonnées du fabricant
non disponible
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