Sistem Pendukung Keputusan Pemilihan Mall Terbaik di Kota Pematangsiantar (Irian Mall, Suzuya Mall, Ramayana Mall) Dengan Metode Fuzzy Mamdani
Keywords:
Fuzzy Mamdani, Pemilihan Mall, Fuzzy Logic, Defuzzifikasi, MATLAB, Sistem Pendukung KeputusanAbstract
This research proposes a decision support system for selecting the best mall in Pematangsiantar City, employing the Mamdani fuzzy method. The four main selection criteria are location and accessibility, facilities, comfort, and visitor crowds. Each criterion is converted into a fuzzy membership degree using a triangular function with a predetermined range of values. The inference process uses IF-THEN rules, and defuzzification uses the centroid method. The evaluation results show that Suzuya Mall received a score of 90 (very feasible), while Irian Mall and Ramayana Mall received scores of 60 (feasible). This study demonstrates that Mamdani-based fuzzy systems can process qualitative and quantitative data to produce objective, easy-to-understand decision values.
References
Athiyah, U., Handayani, A. P., Aldean, M. Y., Putra, N. P., & Ramadhani, R. (2021). Sistem Inferensi Fuzzy: Pengertian, Penerapan, dan Manfaatnya. Journal of Dinda : Data Science, Information Technology, and Data Analytics, 1(2), 73–76. https://doi.org/10.20895/dinda.v1i2.201
Davvaz, B., Mukhlash, I., & Soleha, S. (2021). Himpunan Fuzzy dan Rough Sets. Limits: Journal of Mathematics and Its Applications, 18(1), 79. https://doi.org/10.12962/limits.v18i1.7705
Gufroni, A. I., Nur Rachman, A., Mubarok, H., Hiron, N., Ramdani, C. M. S., & Sambas, A. (2025). Classification of Temperature and Humidity in Green Open Spaces by Implementing Internet of Things (IoT) using Mamdani Fuzzy Logic. Journal of Advanced Research in Applied Sciences and Engineering Technology, 49(2), 205–217. https://doi.org/10.37934/araset.49.2.205217
Karima, I., & Rahman, A. (2024). Implementasi Metode Fuzzy Mamdani dalam Pengambilan Keputusan Rekomendasi Jumlah Produksi. 1(1), 24–34.
Sihombing, F. A. (2024). Kajian Fuzzy Metode Mamdani dan Fuzzy Metode Sugeno serta Implementasinya. INNOVATIVE: Journal Of Social Science Research, 4(4), 4940–4955.
Sutisna, M. G., Ali, M., Yudono, S., Artiyasa, M., Narputo, P., Jakfar, A. E., Elektro, T., Teknik, F., & Putra, U. N. (2025). Sistem Pendukung Keputusan Tingkat Stres Mahasiswa dengan Fuzzy Mamdani. 4(1), 255–264.
Downloads
Published
Issue
Section
License
Copyright (c) 2025 (JRSIKOM) Jurnal Riset Sistem Informasi dan Aplikasi Komputer

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.




