International Journal of

ADVANCED AND APPLIED SCIENCES

EISSN: 2313-3724, Print ISSN: 2313-626X

Frequency: 12

line decor
  
line decor

 Volume 9, Issue 8 (August 2022), Pages: 65-71

----------------------------------------------

 Original Research Paper

 Optimal profitable applications for web development companies using a linear programming approach

 Author(s): Khalid K. A. Abdullah *, Saim Rasheed

 Affiliation(s):

 Department of Information Technology, Faculty of Computing and Information Technology, King Abdulaziz University, Jeddah, Saudi Arabia

  Full Text - PDF          XML

 * Corresponding Author. 

  Corresponding author's ORCID profile: https://orcid.org/0000-0003-1331-604X

 Digital Object Identifier: 

 https://doi.org/10.21833/ijaas.2022.08.008

 Abstract:

The consumed resources in web development companies are different and greatly affect a company’s profit or loss extent. We will utilize linear programming to measure that and maximize the company’s profit. Furthermore, we will apply the simplex method algorithm within certain constraints placed on different components of the company's different products. This problem can be solved with a trial and error approach but this requires great effort and time, which is a challenging thing to do on each product. We can employ different computer tools that calculate and solve these problems. Microsoft Excel is one of these tools that solve linear programming equations and provides accurate outputs; there are plugins such as (Solver) that work in integration with Excel. This paper’s main goal and purpose are to calculate and acquire the ideal products that maximize the company's profit under certain constraints. The best distribution and optimal use of resources to increase profit while maintaining quality and quantification of each project type with imposed restrictions and steps that the company must take to stop and reduce excess and unused resources. The simplex method algorithm is used because it is faster than other algorithms in solving linear programming problems, and it has high efficiency in reducing the needed resources for computer processing. On the other hand, the limitations of this algorithm manifested in its dependence on variables will increase the complexity of the problem, and this cannot be implemented accurately in all cases of linear programming problems.

 © 2022 The Authors. Published by IASE.

 This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).

 Keywords: Linear programming, Simplex algorithm, Optimal solution, Web development, Profit maximizing

 Article History: Received 21 February 2022, Received in revised form 18 May 2022, Accepted 19 May 2022

 Acknowledgment 

No Acknowledgment.

 Compliance with ethical standards

 Conflict of interest: The author(s) declared no potential conflicts of interest with respect to the research, authorship, and/or publication of this article.

 Citation:

 Abdullah KKA and Rasheed S (2022). Optimal profitable applications for web development companies using a linear programming approach. International Journal of Advanced and Applied Sciences, 9(8): 65-71

 Permanent Link to this page

 Figures

 Fig. 1

 Tables

 Table 1 Table 2

----------------------------------------------    

 References (13)

  1. Al-Rawi OYM and Mukherjee T (2019). Application of linear programming in optimizing labour scheduling. Journal of Mathematical Finance, 9(3): 272-285. https://doi.org/10.4236/jmf.2019.93016   [Google Scholar]
  2. Anggoro BS, Rosida RM, Mentari AM, Novitasari CD, and Yulista I (2019). Profit optimization using simplex methods on home industry Bintang bakery in Sukarame Bandar Lampung. Journal of Physics: Conference Series, 1155: 012010. https://doi.org/10.1088/1742-6596/1155/1/012010   [Google Scholar]
  3. Chattopadhyay S and Singh KK (2012). Optimization of electrical parameters for production of carbon nanotubes. Journal of Minerals and Materials Characterization and Engineering, 11(10): 961-964. https://doi.org/10.4236/jmmce.2012.1110095   [Google Scholar]
  4. Egharevba, Julia A, and Akpofure ON (2021). Optimal raw materials mix through linear programming in Tehinnah cakes and craft. International Journal of Applied Science and Mathematical Theory, 7(2): 36-43.   [Google Scholar]
  5. Ekwonwune EN and Edebatu DC (2016). Application of linear programming algorithm in the optimization of financial portfolio of Golden Guinea Breweries Plc, Nigeria. Open Journal of Modelling and Simulation, 4(3): 93-101. https://doi.org/10.4236/ojmsi.2016.43008   [Google Scholar]
  6. Hussien AM, Murad MAS, and Najim HY (2018). Optimal production of bra block factory by using simplex method. Academic Journal of Nawroz University, 7(3): 10-16. https://doi.org/10.25007/ajnu.v7n3a195   [Google Scholar]
  7. Iwuji AC, Nnanna M, and Ndulue NIC (2016). An optimal DASH diet model for people with hypertension using linear programming approach. Open Journal of Optimization, 5(1): 14-21. https://doi.org/10.4236/ojop.2016.51002   [Google Scholar]
  8. Lalami ME, El-Baz D, and Boyer V (2011). Multi GPU implementation of the simplex algorithm. In the IEEE International Conference on High Performance Computing and Communications, IEEE, Banff, Canada: 179-186. https://doi.org/10.1109/HPCC.2011.32   [Google Scholar]
  9. Mikitiuk A and Trojanowski K (2020). Maximization of the sensor network lifetime by activity schedule heuristic optimization. Ad Hoc Networks, 96: 101994. https://doi.org/10.1016/j.adhoc.2019.101994   [Google Scholar]
  10. Naik DMS, Saoji L, Bhat S, Manghnani H and Pathak S (2020). Profit maximization in bakery by optimal allocation of raw materials. Aegaeum Journal, 8(5): 391-393.    [Google Scholar]
  11. Nelder JA and Mead R (1965). A simplex method for function minimization. The Computer Journal, 7(4): 308-313. https://doi.org/10.1093/comjnl/7.4.308   [Google Scholar]
  12. Oluwaseyi KO, Elizabeth A, and Olaoluwa OE (2020). Profit maximization in a product mix bakery using linear programming technique. Journal of Investment and Management, 9(1): 27-30. https://doi.org/10.11648/j.jim.20200901.14   [Google Scholar]
  13. Patra SS, Amodi SA, Goswami V, and Barik RK (2020). Profit maximization strategy with spot allocation quality guaranteed service in cloud environment. In the International Conference on Computer Science, Engineering and Applications, IEEE, Gunupur, India: 1-6. https://doi.org/10.1109/ICCSEA49143.2020.9132910   [Google Scholar]