Optimization Of Tofu Production Planning In Small And Medium Enterprises Using Linear Programming With The Simplex Method
DOI:
https://doi.org/10.55227/ijhet.v5i3.1204Keywords:
Linear Programming; Maximum Profit; Production Optimization; Simplex Method; Tofu SMEAbstract
Mr. Rezeki Tofu SME in Pematangsiantar faces challenges in traditional production planning, which is not optimal for managing demand fluctuations and resource allocation. This study aims to formulate an optimal production plan to maximize daily profit by efficiently allocating resources using Linear Programming with the Simplex method. A descriptive qualitative research approach was employed, gathering primary data through direct observation and secondary data through interviews and documentation. Decision variables included the production quantities of White Tofu, Fried Tofu, and Yellow Tofu, constrained by raw materials (soybeans, vinegar, cooking oil, turmeric) and production time. The continuous optimization results revealed an optimal mix of 12.2947 barrels of White Tofu, 50 barrels of Fried Tofu, and 50 barrels of Yellow Tofu, achieving a maximum profit of IDR 5,745,893.72 per day. For operational implementation, rounding to 12 barrels of White Tofu, 50 barrels of Fried Tofu, and 50 barrels of Yellow Tofu yields a daily profit of IDR 5,740,000.00 (a minor decrease of 0.103%). Slack resource analysis identified soybeans, cooking oil, and turmeric as binding constraints, whereas vinegar and production time remained underutilized. In conclusion, the Simplex method effectively enhances resource allocation efficiency and profitability, indicating that production capacity expansion should prioritize securing scarce raw materials rather than extending working hours.
Downloads
References
Agung, I. G., & Lestari, K. (2025). Tantangan Akses Pembiayaan UMKM Terhadap Lembaga Keuangan Formal di Indonesia. 4(2), 1–11.
Ahammed, T. (2018). Impact of Fourth Industrial Revolution (4IR) on Small and Medium Enterprises (SMEs) and Employment in Bangladesh: Opportunities and Challenges.
Ali, A. A., Hegaze, M. M., & Elrodesly, A. S. (2019). Maximizing the Onboard Capability of the Spacecraft Attitude Control System Based on Optimal Use of Reaction Wheels. 52(4), 397–407.
Anggraeni, W. A. (2025). Digital Readiness and Tax System Usability: A Structural Framework for MSME Compliance in Emerging Economies. (3), 209–218.
Baki, S. M., & Cheng, J. K. (2020). A Linear Programming Model for Product Mix Profit Maximization in A Small Medium Enterprise Company. 06(01), 8–17.
Clacier, R., Fitriani, R., & Wahyudin, W. (2023). Optimalisasi Keuntungan Menggunakan Program Linier dengan Metode Simpleks dan POM-QM pada Produksi Tahu. Jurnal Serambi Engineering, 8(2), 5162–5169. https://doi.org/10.32672/jse.v8i2.5721
Khairani, R., & Tantono, E. A. (2025). Unlocking the Potential of Financial Inclusion, E- Commerce, and FinTech to Boost SME Performance 3565. 13(5), 3565–3576. https://doi.org/10.37641/jimkes.v13i5.3786
Mile, B. N., Ijirshar, V. U., & Ijirshar, M. Q. (n.d.). THE IMPACT OF SMEs ON EMPLOYMENT CREATION IN MAKURDI METROPOLIS. (2009).
Mohamed, M., & Weber, P. (2019). Trends of digitalization and adoption of big data & analytics among UK SMEs: Analysis and lessons drawn from a case study of 53 SMEs.
Mon, K. K. (2019). Simplex Method for Solving Maximum Problems in Linear Programming. 8(09), 410–411.
Nakai, E. (2021). Spaces of Pointwise Multipliers on Morrey Spaces and Weak Morrey Spaces. (1), 1–18.
Primafira, A., Eka, B., Sari, S., Tamzil, F., & Anggraeni, D. (2024). Optimizing Digital Applications for MSMEs In Operational Efficiency and Encouraging the Acceleration of the Digital Economy. 13(03), 173–179. https://doi.org/10.54209/ekonomi.v13i03
Puspita, D. A. G., Jati, F. S., Azahara, F. N., Ramadhani, M. R., & Susanto, R. (2022). Maksimalisasi Pendapatan Produksi Tahu di Pabrik Tahu 2 Putri Menggunakan Metode Simpleks dan POM-QM. Prosiding HUBISINTEK, 2(1).
Rusdiana, A., Rusdian, B., Siti, A., Alfira, N., Adkhilni, H., & Waliatul, T. (2024). Optimizing MSMEs Profits using the Simplex Method. 2(1).
Solaja, O., Abiodun, J., Abioro, M., Ekpudu, J., & Olasubulumi, O. (2019). Application of linear programming techniques in production planning. 9(3), 11–19.
Susanti, V. (2021). Optimalisasi Produksi Tahu Menggunakan Program Linear Metode Simpleks. 09(02), 399–406.
Waruwu, M. (2024). Pendekatan Penelitian Kualitatif: Konsep, Prosedur, Kelebihan dan Peran di Bidang Pendidikan. 5, 198–211.
Wei, D. (2020). Modeling and Simulation of a Multi-agent Green Supply Chain Management System for Retailers. 53(4), 549–557.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2026 Pangidoan Adventus Ambarita, Elida Madona Siburian , Arianto H Hutasoit, Roy Sahputra Saragih

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


























