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Previsão da precipitação através de redes neuronais

Previsão da precipitação através de redes neuronais

          
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About the Book

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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Product Details
  • ISBN-13: 9786208271435
  • Publisher: KS Omniscriptum Publishing
  • Publisher Imprint: Edicoes Nosso Conhecimento
  • Height: 229 mm
  • No of Pages: 64
  • Spine Width: 4 mm
  • Width: 152 mm
  • ISBN-10: 6208271436
  • Publisher Date: 05 Nov 2024
  • Binding: Paperback
  • Language: Portuguese
  • Returnable: N
  • Weight: 109 gr


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