OPTIMIZATION OF LAMPUNG BATIK PRODUCTION USING THE SIMPLEX METHOD

  • Ahmad Ari Aldino Universitas Teknokrat Indonesia
  • Marchamah Ulfa Universitas Teknokrat Indonesia
DOI: https://doi.org/10.30598/barekengvol15iss2pp297-304
Keywords: Linear Programming, Simplex Method, Optimization, Python

Abstract

The Production and Profit optimization application in this Batik company was built to solve their problems. This application has the ability to process raw material data, working time data, production requirements data and load data for optimization calculations. The basis for calculations carried out includes optimization calculations using the Simplex Method and the tools used are Excel Solver and Python Programming. The output of this application is that how many Batik are produced based on available resources, the total cost of expenses incurred during the production process as well as gross profit and net of sales. This application can increase company profits and the percentage level of profit depending on the price comparison of sales between one product to another

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References

D. Agustina, B. S. Anggoro, and D. Anggraini, “Optimasi Penjualan Laptop Asus dan Acer dengan Metode Simpleks,†J. UJMC, vol. 4, no. 1, pp. 1–8, 2017.

N. Vaidya and N. Kasturiwale, “Application of Quick Simplex Method (A New Approach) On Two Phase Method,†Br. J. Math. Comput. Sci., vol. 16, no. 1, pp. 1–15, 2016, doi: 10.9734/bjmcs/2016/24440.

B. S. Anggoro, R. M. Rosida, A. M. Mentari, C. D. Novitasari, and I. Yulista, “Profit Optimization Using Simplex Methods on Home Industry Bintang Bakery in Sukarame Bandar Lampung,†J. Phys. Conf. Ser., vol. 1155, no. 1, 2019, doi: 10.1088/1742-6596/1155/1/012010.

M. A. Treiber, “Linear Programming and the Simplex Method,†Optim. Comput. Vis., pp. 67–85, 2013, doi: 10.1007/978-1-4471-5283-5_3.

M. R. Aulia, D. N. Putra, S. Murniati, M. Mustahiroh, D. Octavia, and Y. Budiasih, “Maksimalisasi Keuntungan Dengan Pendekatan Metode Simpleks Studi Kasus pada Pabrik Sendai X di Ciputat, Tangerang Selatan,†Liquidity, vol. 2, no. 2, pp. 144–150, 2018, doi: 10.32546/lq.v2i2.116.

E. T. Susdarwono, “Pemrograman Linier Permasalahan Ekonomi Pertahanan: Metode Grafik Dan Metode Simpleks,†Teorema Teor. dan Ris. Mat., vol. 5, no. 1, p. 89, 2020, doi: 10.25157/teorema.v5i1.3246.

Suryanto, E. S. Nugroho, and R. A. K. Putra, “Analisis Optimasi Keuntungan dalam Produksi Keripik Daun Singkong dengan Linier Programming melalui Metode Simpleks,†J. Manaj., vol. 11, no. 2, pp. 226–236, 2019.

M. R. Hussain, M. Qayyum, and M. E. Hussain, “Effect of seven steps approach on simplex method to optimize the mathematical manipulation,†Int. J. Recent Technol. Eng., vol. 7, no. 5, pp. 34–43, 2019.

A. K. Jain, R. Bhardwaj, H. Saxena, A. Choubey, and S. Ahmed, “An Approach to Maximize Profit of a Constructing Project within Limited Budget by Using Simplex Method,†Int. J. Eng. Adv. Technol., vol. 6, no. 6, pp. 786–791, 2015.

A. K. Jain, H. Saxena, R. Bhardwaj, G. V. V. Jagannadha Rao, and C. Siddharth Nanda, “Application of linear programming for profit maximization of a Pharma Company,†J. Crit. Rev., vol. 7, no. 12, pp. 1118–1123, 2020, doi: 10.31838/jcr.07.12.195.

A. Saryoko, “Metode Simpleks dalam Optimasi Hasil Produksi,†J. Informatics Educ. Prof., vol. 1, no. 1, pp. 27–36, 2016.

S. Narayanamoorthy and S. Kalyani, “The intelligence of dual simplex method to solve linear fractional fuzzy transportation problem,†Comput. Intell. Neurosci., vol. 2015, 2015, doi: 10.1155/2015/103618.

S. I. Purnama, I. Hikmah, M. A. Afandi, and E. S. Mulyani, “MENGGUNAKAN REGRESI LINIER Thermal Camera Temperature Readings Optimization Using Linear Regression,†Barakeng J. Ilmu Mat. dan Terap., vol. 15, no. 1, pp. 127–136, 2021.

A. Metode, K. Untuk, and M. Masalah, “Analisis Metode Karmarkar Untuk Menyelesaikan Masalah Program Linier,†J. MIPA, vol. 36, no. 1, pp. 1–1, 2014.

R. L. Rumahorbo and A. Mansyur, “Konsistensi metode simpleks dalam menentukan nilai optimum,†Karismatika, vol. 3, no. 1, pp. 36–46, 2017.

E. Jain and K. Dahiya, “A Note on Dual Simplex Algorithm for Linear Programming Problem with Bounded Variables,†vol. 20, no. 1, pp. 135–153, 2018.

R. Larson, “9.3 the Simplex Method: Maximization,†Elem. Linear Algebr., pp. 494–509, 2013.

Published
2021-06-01
How to Cite
[1]
A. Aldino and M. Ulfa, “OPTIMIZATION OF LAMPUNG BATIK PRODUCTION USING THE SIMPLEX METHOD”, BAREKENG: J. Math. & App., vol. 15, no. 2, pp. 297-304, Jun. 2021.
Issue
Vol 15 No 2 (2021): BAREKENG: Jurnal Ilmu Matematika dan Terapan
Section
Articles

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