Informasi Detail
| Call Number | : | 611 Saf p 2014 - 1 |
| Judul | : | Peramalan Produk Domestik Regional Bruto (PDRB) DIY Tahun 2014 dengan Menggunakan Metode Adaptive Neuro-Fuzzy Inference System (Anfis) |
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| Judul Seri | : | |
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| Pengarang | : | SAFITRI / 10611012 LUSI INDAH PEMBIMBING: WIDODO EDY |
| Subyek | : | 1.PERAMALAN 2.ANFIS 3.METODE SUGENO 4.PRODUK DOMESTIK REGIONAL BRUTO |
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| Abstrak | : | Many ways to determine forecasting, one of which is to use fuzzy logic. In this study, the prediction method used is the Adaptive Neuro-Fuzzy Inference System (ANFIS) and FIS is used Sugeno fuzzy model, the data used is the Gross Domestic Product (GDP) in the range of 8 years from 2006 to 2013 using 3 month for one calculations, 1 years are IV quarter. The GDP data used as input of a fuzzy logic which consists of 3 inputs and 1 output for each of the fuzzy logic is .PDRB_1, .PDRB_2 and .PDRB_3, with each consisting of three membership functions. There are total of 27 pieces of the rule the operator AND. The results from forecasting using Gaussian-type membership functions of fuzzy sets obtained by 3 percentage change rate forecasting RMSE of 0.51644 with 500 epochs and error observation data and the data prediction is very small, forecasting the percentage change for the data t +1 is 1.94 and for data Domestic Product Gross Regional (GDP) for 1 years quarter of 2014 amounted to 6,348,959.41 and MSE 24.113.653. Keywords : forecasting, ANFIS, Sugeno method, GDP, fuzzy logic |
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| Lokasi | : | Perpustakaan Pusat UII |
| Jenis | : | Skripsi |
| DDC | : | 611 |
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| Penerbit | : | Jurusan Statistika FMIPA UII |
| Tahun Terbit | : | 2014 |
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| ISBN / ISSN | : | / |
| Jumlah Eksemplar | : | 1 |
| Jumlah Tersedia | : | 0 |
| Jumlah Ditempat | : | 0 |
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| Informasi Digital | ||
| Abstrak | : | abstract.pdf |
| Cover | : | cover.pdf |
| Daftar isi | : | daftar isi.pdf |
| Preliminary | : | preliminari.pdf |