Perediksi Tidal level menggunakan Holtz-Winters Exponensial Smooting : Studi Kasus
Di Teluk Cilacap
DWINOV SATRIO WIBOWO
Informasi Umum
Kode
20.04.4011
Klasifikasi
658.403 55 - Forecasting
Jenis
Karya Ilmiah - Skripsi (S1) - Reference
Subjek
Forecasting
Dilihat
30 kali
Informasi Lainnya
Abstraksi
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.
Koleksi & Sirkulasi
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Pengarang
| Nama | DWINOV SATRIO WIBOWO |
| Jenis | Perorangan |
| Penyunting | Deni Saepudin, Didit Adytia |
| Penerjemah |
Penerbit
| Nama | Universitas Telkom, Fakultas Informatika |
| Kota | Bandung |
| Tahun | 2020 |
Sirkulasi
| Harga sewa | IDR 0,00 |
| Denda harian | IDR 0,00 |
| Jenis | Non-Sirkulasi |
