Perediksi Tidal level menggunakan Holtz-Winters Exponensial Smooting : Studi Kasus Di Teluk Cilacap

DWINOV SATRIO WIBOWO

Informasi Dasar

20.04.4011
658.403 55
Karya Ilmiah - Skripsi (S1) - Reference

Nowadays, there are many methods to predict thefuture value of several things. In this paper, the Holt-Winters Ex-ponential Smoothings applied to forecast the tidal level in Cilacap.Then the Holt-Winters forecasting performance compared withthe ARIMA (Autoregressive Integrated Moving Average), andSARIMA (Seasonal-Autoregressive Integrated Moving Average),in order to see which one that can produce the best forecast. Themethod performance measured by using root mean square error(RMSE) and R-Square. The Holt-Winters Exponential smoothingproduces RMSE and R-Square that are better than ARIMA andSARIMA. The choice of seasonal period significantly affects theforecasting result produced by the Holt-Winters method.

Subjek

FORECASTING
 

Katalog

Perediksi Tidal level menggunakan Holtz-Winters Exponensial Smooting : Studi Kasus Di Teluk Cilacap
 
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Indonesia

Sirkulasi

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Rp. 0
Tidak

Pengarang

DWINOV SATRIO WIBOWO
Perorangan
Deni Saepudin, Didit Adytia
 

Penerbit

Universitas Telkom, Fakultas Informatika
Bandung
2020

Koleksi

Kompetensi

 

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