Jurnal Teknovasi : Jurnal Teknik dan Inovasi Mesin Otomotif, Komputer, Industri dan Elektronika
Vol 6, No 2 (2019): TEKNOVASI OKTOBER 2019

MODEL JARINGAN SYARAF TIRUAN MEMPREDIKSI EKSPOR MINYAK SAWIT MENURUT NEGARA TUJUAN UTAMA

Saifullah Saifullah (STIKOM Tunas Bangsa)
Nani Hidayati (STIKOM Tunas Bangsa)
Solikhun Solikhun (AMIK Tunas Bangsa)



Article Info

Publish Date
08 Oct 2019

Abstract

This study aims to find the best architectural model in predicting palm oil exports according to the main destination countries. The role of the agricultural sector in the national economy is very important and strategic. Oil Palm is an industrial plant producing cooking oil, industrial oil, and bio-diesel fuel. Indonesia is the largest producer and exporter of palm oil in the world. In addition to the increasingly open export opportunities, the domestic market for palm oil and palm kernel oil is still quite large. Prediction is a process for estimating how many needs in the future. State revenues in the export sector must be able to be predicted to help set the state's financial regulations specifically on palm oil exports. By using Artificial Neural Networks and backpropagation algorithms, architectural models will be sought to predict the amount of palm oil exports according to the main destination country. This study uses 12 input variables, and 1 hidden layer. Using 4 architectural models to test the data to be used for prediction, namely models 12-4-1, 12-8-1, 12-16-1 and 12-32-1. The results of the best architectural model are architectural models 12-16-1 with 100% accuracy accuracy.

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Journal Info

Abbrev

Teknovasi

Publisher

Subject

Aerospace Engineering Agriculture, Biological Sciences & Forestry Computer Science & IT Engineering Industrial & Manufacturing Engineering Materials Science & Nanotechnology

Description

Jurnal Teknovasi terbit pertama pada bulan April 2014 ,yang dikelola oleh LPPM Politeknik LP3I Medan. Jurnal ini berisi tentang penelitian dibidang Teknik Komputer ,Teknik Industri, Teknik Mesin dan Teknik Elektronika. Jurnal ini terbit 2 (dua) kali setahun yaitu bulan April dan Oktober. Artikel ...