OPTIMASI MIX PRODUKSI TOKO ROTI CHEN BAKERY DENGAN MENGGUNAKAN METODE LINEAR PROGRAMMING BERBASIS LINGO
DOI:
https://doi.org/10.35143/jkt.v12i1.6840Keywords:
Optimasi Produksi, Linear Programming, Analisis SensitivitasAbstract
Small and Medium Enterprises (SMEs), like "Chen Bakery," often struggle with figuring out the best way to plan their daily production to make the most profit. There is a gap in research because not enough use mathematical models and computer tools to help with these decisions. This study tries to help "Chen Bakery" make more money each day by finding the best amounts to produce four main products—Sweet Bread, Sugar Donut, Mini Pizza, and Chocolate Pull-Apart Bread—while taking into account how much of the main ingredients they have and how much space is available in the oven. The method used is called Linear Programming, and it was set up and solved using LINGO 20.0 software. The results show that by planning production better, the bakery can make 24.7% more profit than it does now. LINGO software works well to find the best solutions and also helps understand how changes might affect the results, making it a useful tool for small business owners.Downloads
References
[1] Kementerian Koperasi dan UKM RI, “Perkembangan Data Usaha Mikro, Kecil, Menengah (UMKM) dan Usaha Besar (UB) Tahun 2022-2023.” Jakarta, 2024. [Daring]. Tersedia pada: https://www.kemenkopukm.go.id/
[2] S. Heizer, J. Render, dan B. Munson, “Operations Management: Sustainability and Supply Chain Management,” Pearson, 2020.
[3] Badan Pusat Statistik Kota Palembang, “Harga Eceran Beberapa Bahan Pokok di Palembang.” 2024.
[4] H. A. Taha, “Operations Research: An Introduction,” Perason, 2022.
[5] D. Suparno, I. Vanany, dan U. Ciptomulyono, “Production Optimization in Food Industry: A Systematic Literature Review,” IPTEK J. Proc. Ser., vol. 1, hlm. 105–110, 2020, doi: 10.12962/j23546026.y2020i1.10888.
[6] A. R. Septina dan F. Tanuwijaya, “Analisis Penerapan Linear Programming untuk Meningkatkan Laba Usaha Kecil Menengah (UKM),” J. Ilm. Tek. Ind., vol. 12, no 2, hlm. 45–54, Okt 2023.
[7] LINDO Systems Inc., LINGO 20.0 Optimization Modeling Software. (2023). LINDO Systems Inc., Chicago, IL. [Daring]. Tersedia pada: https://www.lindo.com/
[8] F. S. Hillier dan M. S. Hillier, “Introduction to Management Science: A Modeling and Case Studies Approach with Spreadsheets,” McGraw-Hill, 2019.
[9] R. Andari dan D. Puspitasari, “Optimasi Produksi Tahu Menggunakan Metode Linear Programming untuk Memaksimumkan Keuntungan (Studi Kasus: Home Industry Tahu di Sidoarjo),” J. Teknol. Dan Manaj. Ind. Terap., vol. 1, no 3, hlm. 123–130, 2022.
[10] “Penerapan Linear Programming pada Optimasi Produksi di Konveksi XYZ,” J. Optimasi Tek. Ind., vol. 5, no 1, hlm. 22–31, Apr 2024.
[11] J. R. Evans, “Business Analytics: Methods, Models, and Decisions,” Pearson, 2020.
[12] W. L. Winston, “Operations Research: Applications and Algorithms,” Cengage Learn., hlm. 2023.
[13] R. M. Alguliyev, R. M. Aliguliyev, dan F. J. Abdullayeva, “Optimization in Production Planning: A Comprehensive Review of Models and Methods,” Int. J. Eng. Res. Technol., vol. 13, no 8, hlm. 2025–2034, 2021.
[14] Y. Fitrisia dan M. Fadhli, “Evaluasi Effectiveness dan Satisfaction Quality in Use Model pada Aplikasi Bank Sampah Dinas Lingkungan Hidup dan Kebersihan (DLHK) Kota Pekanbaru,” J Komput Ter., vol. 8, no 1, hlm. 67–83, Mei 2022, doi: 10.35143/jkt.v8i1.5244.
[15] P. A. Jensen dan J. F. Bard, “Operations Research Models and Methods.,” 2023.
[16] T. S. D. Putra, A. Wijaya, dan S. H. Nasution, “Comparative Analysis of Optimization Software (LINGO, Excel Solver, and Python) for Linear Programming Problems in Academic Settings,” J. Appl. Eng. Technol. Sci., vol. 4, no 1, hlm. 15–25, 2023.
[17] A. Ben-Tal, L. El Ghaoui, dan A. Nemirovski, “Robust Optimization,” Princet. Univ. Press, 2009.
Downloads
Published
Issue
Section
License
Copyright (c) 2026 Jurnal Komputer Terapan

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License.
Copyright info for authors
1. Authors hold the copyright in any process, procedure, or article described in the work and grant the journal right of first publication with the work simultaneously licensed under a Creative Commons Attribution License that allows others to share the work with an acknowledgement of the work's authorship and initial publication in this journal.
2. Authors retain publishing rights to re-use all or portion of the work in different work but can not granting third-party requests for reprinting and republishing the work.
3. Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) as it can lead to productive exchanges, as well as earlier and greater citation of published work.
This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License 











