Implementation of Greedy Algorithm for National Selection of New Students at MAN Insan Cendekia OKI

Authors

  • Cipto Kurniawan Universitas Bina Darma
  • Tata Sutabri Universitas Bina Darma

DOI:

https://doi.org/10.56988/chiprof.v4i2.79

Keywords:

Greedy Algorithm, National Student Admission Selection, optimization

Abstract

The National Selection of New Learners at MAN Insan Cendekia OKI is a process of selecting the best students based on certain criteria. This selection process requires an efficient method to ensure that the selected participants have qualities that match the school's standards. The Greedy Algorithm is one approach that can be used to solve optimization problems such as learner selection. This algorithm works by taking locally optimal decisions at each stage in the hope of getting an overall optimal solution. This research aims to implement the Greedy algorithm in the Selection of New Learners process at MAN Insan Cendekia OKI. In its application, the Greedy algorithm will be used to select participants based on criteria such as academic scores, non-academic achievements, and other factors deemed relevant by the school. The results of this study show that the Greedy algorithm can be applied well in the selection of students and is able to improve the efficiency of the selection process. However, there are some limitations that need to be considered, especially in terms of dynamic selection criteria and the possibility of non-optimal solutions in certain cases. Thus, the Greedy algorithm provides an interesting alternative in solving selection problems while still considering further development so that the results obtained are more optimal.

Downloads

Download data is not yet available.

References

T. Sutabri, Introduction to Information Technology. Yogyakarta: Andi Publisher, 2014.

A. M. Fiqri and T. Sutabri, "Analysis of Information Technology-Based E-Learning Service Management Using the ITIL Version 3 Framework at SMK Muhammadiyah 1 Palembang," Journal of Information Technology and Education, vol. 1, no. 1, pp. 74–80, 2023.

T. Sutabri, Information System Concept. Yogyakarta: Andi Publisher, 2012.

Y. Pratama and T. Sutabri, "Service Operation ITIL V3 in Analysis and Evaluation of Information Technology Services," Nuansa Informatika, vol. 17, pp. 169–178, 2023. Available: https://journal.uniku.ac.id/index.php/ilkom/article/view/7233. [Accessed: 17-Mar-2025].

C. Angga and R. Munir, "Development of Greedy Algorithm for Optimization of Container Arrangement on Shipping Ships," Bachelor Journal of Bandung Institute of Technology in Electrical Engineering and Informatics, 2012.

A. Juniar, "Application of Greedy Algorithm on Single-Stage Production Scheduling with Parallel Machine in the Garment Industry," Journal of Industrial Engineering, vol. 16, no. 2, Jakarta, 2015.

N. Gunantara, Optimization Technique. Jakarta: Andi Publisher, 2018.

J. Supratman, "Production Optimization Planning for Freezer and Showcase Products at PT FPS," PASTI Journal, vol. 10, no. 3, p. 320–341, 2016.

Y. Darnita and R. Toyib, "Application of Greedy Algorithm in Searching Shortest Path in Important Agencies in Argamakmur City, North Bengkulu Regency," Jurnal Media Infotama, vol. 15, no. 2, pp. 57–64, 2019. doi: https://doi.org/10.37676/jmi.v15i2.867

T. H. Cormen, C. E. Leiserson, R. L. Rivest, and C. Stein, Introduction to Algorithms, 3rd Edition. Cambridge: MIT Press, 2009.

J. Kleinberg and E. Tardos, Algorithm Design. London: Pearson Education, 2006.

A. V. Aho, J. E. Hopcroft, and J. D. Ullman, The Design and Analysis of Algorithms, 1st Edition. Reading: Addison-Wesley, 1974.

R. Sedgewick and K. Wayne, Algorithms, 4th Ed. Boston: Addison-Wesley, 2011.

["Greedy Algorithm and Its Application in Real Life," GeeksforGeeks, [Online]. Available: https://www.geeksforgeeks.org/greedy-algorithm. [Accessed: 17-Mar-2025].

K. Mehlhorn and P. Sanders, Algorithms and Data Structures: The Basic Toolbox. Berlin: Springer, 2008.

Downloads

Published

2025-04-21

How to Cite

Cipto Kurniawan, & Tata Sutabri. (2025). Implementation of Greedy Algorithm for National Selection of New Students at MAN Insan Cendekia OKI. International Journal Scientific and Professional, 4(2), 473–477. https://doi.org/10.56988/chiprof.v4i2.79