Sistem Pendukung Keputusan dengan Linear Programming untuk Optimasi Media Promosi

Roberto Kaban; David Jumpa Sembiring

Authors

Roberto Kaban Institut Teknologi dan Bisnis Indonesia
David Jumpa Sembiring Institut Teknologi dan Bisnis Indonesia

Keywords:

Sistem Pendukung Keputusan, Linear Programming; Simplex, Optimasi, Optimasi Media Promosi, Optimasi dengan Simplex

Abstract

Penelitian ini bertujuan untuk merancang Sistem Pendukung Keputusan dengan Linear Programming mengunakan Simplex. Tahapan dalam penelitian ini mengikuti metode Rapid Application Development yang terdiri dari Requirements Planning, User design, Contruction dan Cutover. Hasil dari penelitian ini adalah sebuah sistem pendukung keputusan berbasis web dengan media penyimpanan MariaDb sehingga sistem bersifat dinamis dan dapat menyelesaikan berbagai kasus optimasi dengan Linear Programming. Berdasarkan studi kasus yang dilakukan dalam optimasi media promosi untuk penerimaan mahasiswa baru kampus Institut Teknologi dan Bisnis Indonesia tahun ajaran 2023/2024, maka didapatkan hasil optimal jumlah mahasiswa kelas reguler X1 = 60 (dua kelas) dan mahasiswa kelas karyawan X2 = 146,67 (lima kelas) dengan total biaya operasional uang kuliah sebagai fungsi tujuan (Z) sebesar 1.387 juta

Downloads

Download data is not yet available.

References

O. Olanrewaju Adedipupo, L. Taiwo Abideen, O. Tolulope Samson, F. Ayodeji, and O. Kayode Oladipupo, “Application of Linear Programming for Decision Making to Business in Whao Beverages Nig. Ltd,” AJAM, vol. 10, no. 3, p. 86, 2022, doi: 10.11648/j.ajam.20221003.11.

P. Cașcaval and F. Leon, “Optimization Methods for Redundancy Allocation in Hybrid Structure Large Binary Systems,” Mathematics, vol. 10, no. 19, p. 3698, Oct. 2022, doi: 10.3390/math10193698.

F. Alkhairi, K. I. J. Tambunan, N. Fauziah, S. A. P. Barus, and E. Simanjuntak, “Solving Linear Program with Simplex Method through App Calculator Simplex,” IJOMS, vol. 1, no. 4, pp. 420–427, Jan. 2022, doi: 10.55324/ijoms.v1i4.80.

S. Oskin, A. Kuznecov, and N. Koneva, “Simplex Method of Realization of Optimization Problem of Linear Programming,” in Advances in Automation IV, vol. 986, A. A. Radionov and V. R. Gasiyarov, Eds., in Lecture Notes in Electrical Engineering, vol. 986. , Cham: Springer International Publishing, 2023, pp. 127–135. doi: 10.1007/978-3-031-22311-2_13.

S. Pardeshi, S. Gawade, and P. Hemant, “Student learning time analysis during COVID-19 using linear programming - Simplex method,” Social Sciences & Humanities Open, vol. 5, no. 1, p. 100266, 2022, doi: 10.1016/j.ssaho.2022.100266.

A. Afrizawati, E. Elisa, M. R. M. Effendi, P. Paisal, and N. Mellinda, “The Calculation of Product Combination by Using Linear Programing Simplex Method to Profit Maximize at Roti Sahabat Palembang City:,” presented at the 5th FIRST T3 2021 International Conference (FIRST-T3 2021), Palembang, Indonesia, 2022. doi: 10.2991/assehr.k.220202.023.

A. Fitriyani, S. P. Lestari, and D. M. Pauzy, “The Implementation Of Linear Programming Simplex Method To Generate Optimal Profits An-Nisa Koya,” JFM, vol. 2, no. 1, Apr. 2022, doi: 10.37676/jfm.v2i1.2179.

D. Kustiawati, S. N. Fathinah, and A. N. R. Sulistiono, “PENERAPAN LINEAR PROGRAMMING METODE SIMPLEKS BERBANTUAN POM-QM DALAM OPTIMALISASI KEUNTUNGAN PRODUKSI MARTABAK,” vol. 2, no. 3, 2023.

A. L. Firdiansyah, “THE OPTIMAL COMPOSITIONS OF DAILY MENU FOOD FOR BREASTFEEDING MOTHERS USING THE SIMPLEX METHOD,” BAREKENG: J. Il. Mat. & Ter., vol. 16, no. 2, pp. 563–568, Jun. 2022, doi: 10.30598/barekengvol16iss2pp563-568.

P. I. Adoga, H. G. Muazu, and M. Barma, “A Decision Support System for Course Materials Production and Inventory Management in the National Open University of Nigeria,” dujopas, vol. 8, no. 4b, pp. 33–42, Jan. 2023, doi: 10.4314/dujopas.v8i4b.5.

F. Rakhmawati, “Optimization of Material Requirement Planning Using A Linear Program”.

Y. Zhou, X. Jiang, X. Wang, L. Wang, L. He, and F. Shen, “Optimizing Iron Ore Proportion Aimed for Low Cost by Linear Programming Method,” Metall Mater Trans B, vol. 53, no. 6, pp. 4075–4086, Dec. 2022, doi: 10.1007/s11663-022-02667-3.

N. M. N. Daud, N. A. A. A. Bakar, and H. M. Rusli, “Implementing rapid application development (RAD) methodology in developing practical training application system,” in 2010 International Symposium on Information Technology, Kuala Lumpur, Malaysia: IEEE, Jun. 2010, pp. 1664–1667. doi: 10.1109/ITSIM.2010.5561634.

W. A. R. W. Mohd Isa, A. I. H. Suhaimi, A. Mokhtarudin, J. E. Luaran, and Z. A. Zulkipli, “Designing Augmented Reality for Malay Cultural Artifact Using Rapid Application Development,” in Proceedings of the 8th International Conference on Computational Science and Technology, vol. 835, R. Alfred and Y. Lim, Eds., in Lecture Notes in Electrical Engineering, vol. 835. , Singapore: Springer Singapore, 2022, pp. 157–169. doi: 10.1007/978-981-16-8515-6_13.

J. P. Shim, M. Warkentin, J. F. Courtney, D. J. Power, R. Sharda, and C. Carlsson, “Past, present, and future of decision support technology,” Decision Support Systems, vol. 33, no. 2, pp. 111–126, Jun. 2002, doi: 10.1016/S0167-9236(01)00139-7.

J. L. Kwan et al., “Computerised clinical decision support systems and absolute improvements in care: meta-analysis of controlled clinical trials,” BMJ, p. m3216, Sep. 2020, doi: 10.1136/bmj.m3216.

N. L. Fitriyani, M. Syafrudin, G. Alfian, and J. Rhee, “HDPM: An Effective Heart Disease Prediction Model for a Clinical Decision Support System,” IEEE Access, vol. 8, pp. 133034–133050, 2020, doi: 10.1109/ACCESS.2020.3010511.

M. Fernandes, S. M. Vieira, F. Leite, C. Palos, S. Finkelstein, and J. M. C. Sousa, “Clinical Decision Support Systems for Triage in the Emergency Department using Intelligent Systems: a Review,” Artificial Intelligence in Medicine, vol. 102, p. 101762, Jan. 2020, doi: 10.1016/j.artmed.2019.101762.

A. M. Antoniadi et al., “Current Challenges and Future Opportunities for XAI in Machine Learning-Based Clinical Decision Support Systems: A Systematic Review,” Applied Sciences, vol. 11, no. 11, p. 5088, May 2021, doi: 10.3390/app11115088.

R. T. Sutton, D. Pincock, D. C. Baumgart, D. C. Sadowski, R. N. Fedorak, and K. I. Kroeker, “An overview of clinical decision support systems: benefits, risks, and strategies for success,” npj Digit. Med., vol. 3, no. 1, p. 17, Feb. 2020, doi: 10.1038/s41746-020-0221-y.

“Application of Linear Programming in the Optimal Installation of Waterproofing Membrane in the Construction Projects,” in Proceedings of the International Conference on Industrial Engineering and Operations Management, Rome, Europe: IEOM Society International, Jul. 2022, pp. 358–366. doi: 10.46254/EU05.20220082.

A. K. Nalendra, “Rapid Application Development (RAD) model method for creating an agricultural irrigation system based on internet of things,” IOP Conf. Ser.: Mater. Sci. Eng., vol. 1098, no. 2, p. 022103, Mar. 2021, doi: 10.1088/1757-899X/1098/2/022103.

Y. D. Wijaya, “PENERAPAN METODE RAPID APPLICATION DEVELOPMENT (RAD) DALAM PENGEMBANGAN SISTEM INFORMASI DATA TOKO,” sitech, vol. 3, no. 2, pp. 95–102, Feb. 2021, doi: 10.24176/sitech.v3i2.5141.