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Previsão da precipitação através de redes neuronais by Mohini Darji

Previsão da precipitação através de redes neuronais

by Mohini Darji , Sachi Joshi , Yashesh Darji
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Book cover type: Paperback
  • ISBN13: 9786208271435
  • Binding: Paperback
  • Subject: N/A
  • Publisher: Edicoes Nosso Conhecimento
  • Publisher Imprint: Edicoes Nosso Conhecimento
  • Publication Date:
  • Pages: 64
  • Original Price: GBP 37.0
  • Language: Portuguese
  • Edition: N/A
  • Item Weight: 105 grams
  • BISAC Subject(s): General

Uma previsão exacta da precipitação é um problema difícil para países dependentes da agricultura, como a Índia, para analisar a produtividade das culturas, a utilização dos recursos hídricos e o pré-planeamento dos recursos hídricos. Este livro apresenta questões relacionadas com a previsão de dados de precipitação diária, mensal e anual utilizando redes neuronais. Incorporamos vários modelos, como ARIMA, Rede Neural de Avanço (FFNN), Rede Neural de Função de Base Radial (RBFNN) e Rede Neural de Atraso Temporal (TDNN), para a previsão da precipitação. Todos os modelos foram implementados utilizando o software MATLAB. O objetivo do livro é utilizar o Algoritmo Genético (AG) para otimizar as tendências e os pesos da rede neural. Os resultados do modelo ARIMA são comparados com os resultados obtidos usando três modelos de redes neurais.

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