Model Classification Of Nominal Value And The Original Of IDR Money By Applying Evolutionary Neural Network

Al-Khowarizmi Al-Khowarizmi

Abstract


Indonesian Rupiah (IDR) banknotes have unique characteristics that distinguish them from one another, both in the form of numbers, zeros and background images. This pattern of each type of banknote will be modeled in order to test the nominal value and authenticity of IDR, so as to be able to distinguish not only IDR banknotes but also other denominations. Evolutionary Neural Network is the development of the concept of evolution to get a neural network (NN) using genetic algorithms (GA). In this paper the application of evolutionary neural networks with less input is able to have a better success rate in object recognition, because the parameters for producing neural networks are far better

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References


Al-Khowarizmi, Sitompul, O. S. & Suherman (2017). Modifikasi Metode SECoS dengan Menggunakan Rumus Distance. Thesis. Universitas Sumatera Utara.

Asriningtias, S. R., Dachlan, H. S., & Yudaningtyas, E. (2015). Optimasi Training Neural Network Menggunakan Hybrid Adaptive Mutation PSO-BP. Jurnal EECCIS, 9(1), 79-84.

Armanto, H., Santoso, J., Giovanni, D., Kurniawan, F., & Yudianto, R. (2012). Evolutionary Neural Network for Othello Game. Procedia-Social and Behavioral Sciences, 57, 419-425.

Aziz, R. M. (2015). Rumus Tuhan Hahslm Dalam Ekonomi.

Budiharto, Widodo dan derwin suhartono. 2014. Artificial Interlligence. Penerbit ANDI. Yogyakarta.

Chiroma, H., Abdulkareem, S., & Herawan, T. (2015). Evolutionary Neural Network model for West Texas Intermediate crude oil price prediction. Applied Energy, 142, 266-273.

Huda, A. (2018). Tanggung Jawab Bank Terhadap Uang Palsu Yang Terdapat Pada Mesin Anjungan Tunai Mandiri (Atm) Saat Penarikan Tunai. Skripsi. Universitas Jember.

Jaya, H. (2016). Desain dan Implementasi Sistem Robotika Berbasis Mikrokontroller.

Ngafifi, M. (2014). Kemajuan teknologi dan pola hidup manusia dalam perspektif sosial budaya. Jurnal Pembangunan Pendidikan: Fondasi dan Aplikasi, 2(1).

Sutabri, T. (2012). Konsep Sistem Informasi. Penerbit Andi.

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DOI: https://doi.org/10.31289/jite.v3i2.3284

DOI (PDF): https://doi.org/10.31289/jite.v3i2.3284.g2437

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