Meminimalisasi Nilai Error Peramalan dengan Algoritma Extreme Learning Machine

Rachmad Hidayat (Teknik Industri, Fakultas Teknik, Universitas Trunojoyo Madura)
Suprapto Suprapto (Teknik Elektro, Fakultas Teknik, Universitas Brawijaya Malang)

Jurnal Optimasi Sistem Industri
Vol. 11 No. 1 (2012): Published in 1st April 2012

This study uses a machine learning algorithm which is the extreme model one of the new learning method of neural networks. Determining the value of forecasting based on actual value. Output generated more quickly in this process, because the learning done in a fast speed and better accuracy rate than conventional forecasting methods. Epoch using the parameter changes and changes in the range of accuracy of test results demonstrate the value of error is quite good during the system testing.Keywords: neural networks, epoch, value of error.