Rainfall Forecasting Using Neural Network: DE - Softcover

Darji, Mohini; Joshi, Sachi; Darji, Yashesh

 
9786206843993: Rainfall Forecasting Using Neural Network: DE
Softcover
ISBN 10: 6206843998 ISBN 13: 9786206843993
Verlag: LAP LAMBERT Academic Publishing, 2023

Inhaltsangabe

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.

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Über die Autorin bzw. den Autor

A Sra. Mohini Darji recebeu os seus diplomas de B.E. e M.Tech em 2013 e 2015, respetivamente, da Universidade Tecnológica de Gujarat (GTU) e da Universidade Dharmsinh Desai (DDU). Atualmente, trabalha como Professora Assistente no Departamento de Ciência e Engenharia Informática do Instituto Devang Patel de Tecnologia Avançada e Investigação, CHARUSAT, e prossegue o seu doutoramento.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2023
Sprache
Englisch
ISBN 10 
6206843998
ISBN 13 
9786206843993
Einband
Taschenbuch
Anzahl der Seiten
88
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
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