Sistem Prediksi Jumlah Produksi Tahu Takwa Menggunakan Metode Fuzzy Tsukamoto Berbasis Web

Authors

  • Bagus Dwi Prasetya Universitas Nusantara PGRI Kediri
  • Rika Wahyu Syaputri Universitas Nusantara PGRI Kediri
  • Fera Annisa Universitas Nusantara PGRI Kediri
  • Aldestra Bagas Wardana Universitas Nusantara PGRI Kediri
  • Intan Nur Farida Universitas Nusantara PGRI Kediri

DOI:

https://doi.org/10.29407/gj.v7i3.21148

Keywords:

Fuzzy algorithm, Tsukamoto fuzzy method, Production

Abstract

Takwa Popular Tofu Factory still uses estimates of the amount of production with no accurate calculation and  computer technology. Therefore, the calculation system of the tsukamoto fuzzy method with a web-based concept is expected to minimize losses due to the amount of production that is not in accordance with market share. This study aims to assist the Takwa Popular Tofu factory in estimating the amount of daily production in accordance with market share.  The test results using Mean Absolute Percentage Error (MAPE) show the accuracy of the system calculation of 95.90% with an error value of 4.09 so that the interpretation of the MAPE value is accurate.

References

A. P. M. B. S. Siti Nurkasanah, "Implementasi Logika Fuzzy untuk Prediksi Hasil Panen Padi dengan Metode Tsukamoto," Jurnal Rekaya Teknologi Dan Komputasi, vol. 1, 2022.

H. H. S. M. Riyadi Yudha Wiguna, "SISTEM BERBASIS ATURAN MENGGUNAKAN LOGIKA FUZZY TSUKAMOTO UNTUK PREDIKSI JUMLAH PRODUKSI ROTI PADA CV. GENDIS BAKERY," 2015.

Y. D. H. P. A. Ni Putu Juliya Pradnyawati, "Implementasi Logika Fuzzy Metode Tsukamoto Berbasis Web Untuk Prediksi Jumlah Produksi Jajan Banten," Jurnal Informatika Atma Jogja, vol. 1, pp. 9-16, 31 Mei 2023.

M. M. Niki Ratama, "IMPLEMENTASI METODE FUZZY TSUKAMOTO UNTUK DETEKSI DINI AUTISME PADA BALITA BERBASIS ANDROID," Jurnal Informatika & Rekayasa Elektronika, pp. 129-139, 18 November 2020.

N. L. A. A. Nelly Khairani Daulay, "SIMULASI MONITORING PENGATUR KECEPATAN KIPAS ANGIN MENGGUNAKAN SISTEM FUZZY BERBASIS WEB," Jurnal Informatika & Rekayasa Elektronika, pp. 66-76, 19 Agustus 2020.

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Published

2023-11-01

How to Cite

Bagus Dwi Prasetya, Syaputri, R. W., Annisa, F., Wardana, A. B., & Farida, I. N. (2023). Sistem Prediksi Jumlah Produksi Tahu Takwa Menggunakan Metode Fuzzy Tsukamoto Berbasis Web. Generation Journal, 7(3), 48–55. https://doi.org/10.29407/gj.v7i3.21148

Issue

Vol. 7 No. 3 (2023): Special Issue October 2023

Section

ARTIKEL

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