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All Journal International Journal of Computing and Informatics (IJCANDI) Jurnal Ilmu Ekonomi Mulawarman (JIEM) International Journal of Economics, Commerce, and Management Jurnal Pengabdian Kepada Masyarakat
Emmilya Umma Aziza Gaffar
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Computer Science & IT Control & Systems Engineering Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Electrical & Electronics Engineering Engineering Languange, Linguistic, Communication & Media Mathematics Social Sciences Other

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Journal : International Journal of Computing and Informatics (IJCANDI)

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Prediction of Regional Economic Growth in East Kalimantan using Genetic Algorithm Emmilya Umma Aziza Gaffar
International Journal of Computing and Informatics (IJCANDI) Vol 1, No 2 (2016): May 2016
Publisher : International Journal of Computing and Informatics (IJCANDI)

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (928.407 KB) | DOI: 10.19732/10.19732/vol1122016

Abstract

This paper outlines and presents the development of genetic algorithms (GA) that are used for analyzing and predicting Regional Economic Growth (REG) with an agriculture share (SA) and an industry share (SI) as independent variables covers 13 districts/cities in East Kalimantan Province of 2002-2012 datasets. The genetic algorithm (GA) was used for modeling of REG datasets. The results of experiment shows that GA was produced prediction value of 92.389. This results indicate that the average price fluctuation is decreased in 2012. Meanwhile, the southern region is significantly increased in 2013. The results indicated that GA was good algorithm for prediction of REG. This paper is concluded by recommending some future works that can be applied in order to improve the prediction accuracy.
Co-Authors Adi Wijaya Annisa Yudya Primasari Arfiah Busari Desie Elbar Elvyani Nuri Harlawati Gaffar Eny Rochaida Fitriadi Fitriadi Fryma Putra Pratama Ivana Nina Esterlin Barus, Ivana Nina Esterlin M. Fery Fahrullah Makrina Tindangen Muhammad Riki Maulana Muslimatin Toyyibatun Nadwati Peris Ardianto Revalia Wijaya Sukartiningsih Sukartiningsih Tiara Safitri Trisna Wati Warsilan Warsilan