Optimasi Penentuan Produk Peralatan Rumah Tangga Terlaris Menggunakan Fuzzy Analytical Hierarchy Process

Bisma Okmarizal

doi:10.37729/intek.v9i1.7580

Bisma Okmarizal Universitas Islam Negeri Jurai Siwo

DOI: https://doi.org/10.37729/intek.v9i1.7580

Abstract

This study presents an anonymized retrospective case study of a prominent household appliance distributor in West Sumatra, referred to as PT.XYZ. A critical challenge identified during the operational period was the imbalance between product demand and inventory levels, leading to significant stock accumulation. This research aims to optimize marketing strategies by implementing a decision support system to rank best-selling products using the Fuzzy Analytical Hierarchy Process (F-AHP) method. While the specific business unit has since concluded its active operations, the dataset—comprising 245 product records—remains a robust scientific foundation for modeling consumer behavior in the direct selling sector. Unlike classical AHP, F-AHP integrates fuzzy logic to handle the uncertainty and subjectivity of human judgment in linguistic evaluations. Products were evaluated across four criteria: price, promotional type, product material, and product type. The results demonstrate that F-AHP provides a nuanced ranking, enabling management to prioritize stock effectively. System evaluation through User Acceptance Testing (UAT) yielded a score of 91%, indicating high reliability. This framework offers a sustainable business intelligence model applicable to contemporary direct selling industries facing similar inventory challenges.

References

C. Valdivia Seminario, A. E. Flores Perez, and F. Marin Becerra, “Application of ABC Classification, EOQ, Fuzzy AHP, Time Series Models to improve order fulfillment in a trading company of household appliances,” in ACM International Conference Proceeding Series, 2023. doi: 10.1145/3587889.3588208.

A. Permana and N. Ratama, “Keputusan Pemilihan Karyawan Terbaik (Studi Kasus : Pt . Arion Tech Indonesia),” vol. 1, no. 2, pp. 245–250, 2023.

W. P. Setiaji, S. Putri, and A. Alkadri, “Uji Sensitivitas Metode AHP dan Fuzzy AHP dalam Pemilihan Universitas Swasta di Kota Pontianak Sensitivity Test of AHP and Fuzzy AHP Methods in Private University Selection in Pontianak City,” vol. 13, no. 1, 2025, doi: 10.26418/justin.v13i1.83394.

M. Sam, Y. Dasril, M. A. Muslim, and M. Sam, “The New Fuzzy Analytical Hierarchy Process with Interval Type-2 Trapezoidal Fuzzy Sets and Its Application The New Fuzzy Analytical Hierarchy Process with Interval,” Fuzzy Inf. Eng., vol. 13, no. 3, pp. 391–419, 2021, doi: 10.1080/16168658.2021.1952760.

R. Tukimin, W. Hasrulnizzam, W. Mahmood, and M. M. Nordin, “International Journal of Advanced and Applied Sciences Application of fuzzy AHP for supplier development prioritization,” vol. 9, no. 12, pp. 125–134, 2022.

P. A. Nugroho, M. F. Rizal, B. Sujatmiko, H. Sucipto, and F. T. Informasi, “Beezy Petshop Dengan Pendekatan Fuzzy-Ahp,” Pondasi, vol. 2, no. 1, pp. 32–41, 2025.

S. Nurmalasari and M. Asrol, “Sustainable manufacturing supply chain resilience : A novel multi-criteria framework integrating fuzzy AHP and MAUT methodologies,” vol. 11, no. 2, 2025.

D. Božanić et al., “Fuzzy AHP - Fuzzy MABAC Model For Ranking A Combined Construction Machine - Backhoe Loader,” vol. 23, no. 3, pp. 605–625, 2025.

J. Antonio, M. A. Zuliansyah, A. Wardani, M. Huanza, and E. Fuji, “The Application Of Fuzzy Analytic Hierarchy Process (F-AHP) In Agribusiness Strategic Decision Making : Narrative Review,” vol. 16, no. 1, pp. 47–56, 2026, doi: 10.35724/ag.v16i1.7403.

M. H. Naseem, J. Yang, T. Zhang, and W. Alam, “Utilizing Fuzzy AHP in the Evaluation of Barriers to Blockchain Implementation in Reverse Logistics,” 2023.

M. Mohammadi, S. Sarvi, and S. J. Ghoushchi, “Assessing and Prioritizing Construction Contracting Risks with an Extended FMEA Decision-Making Model in Uncertain Environments,” vol. 3, no. 1, pp. 187–211, 2026.

B. Okmarizal, S. Defit, and Sumijan, “Implementasi Metode AHP dan Maut Untuk Rekomendasi Produk Tupperware Terlaris,” J. KomtekInfo, 2023, doi: 10.35134/komtekinfo.v10i3.430.

R. Salehzadeh and M. Ziaeian, “Decision making in human resource management : a systematic review of the applications of analytic hierarchy process,” no. August, pp. 1–18, 2024, doi: 10.3389/fpsyg.2024.1400772.

D. M. Ć, A. S. Ć, D. M. Ć, and D. P. Č. Ar, “Metaheuristic Algorithms for the Optimization of Integrated Production Scheduling and Vehicle Routing Problems in Supply Chains,” vol. 3651, pp. 800–807, 2024.

J. Qian, “Identifying Critical Criteria on Assessment of Sustainable Materials for Construction Projects in New Zealand Through the Analytic Hierarchy Process (AHP) Approach,” 2024.