Rainfall Forecasting Using Neural Network - Brossura

Darji, Mohini; Joshi, Sachi; Darji, Yashesh

 
9786206843993: Rainfall Forecasting Using Neural Network
Brossura
ISBN 10: 6206843998 ISBN 13: 9786206843993
Casa editrice: LAP LAMBERT Academic Publishing, 2023

Sinossi

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.

Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Editore
LAP LAMBERT Academic Publishing
Data di pubblicazione
2023
Lingua
Inglese
ISBN 10 
6206843998
ISBN 13 
9786206843993
Rilegatura
Copertina flessibile
Numero di pagine
88
Contatto del produttore
non disponibile
Persona responsabile
KreGa Onlinehandel GmbH
4950000000000
info@krega-onlinehandel.de

Birkenweg 31
Brakel
33034
Germania