Sistem Informasi Penjadwalan Mata Pelajaran Menggunakan Algoritma Artificial Bee Colony Berbasis Web

Authors

  • Imam Saepul Azmi Universitas Adhirajasa Reswara Sanjaya
  • Ina Najiyah Universitas Adhirajasa Reswara Sanjaya

DOI:

https://doi.org/10.55606/juitik.v3i3.612

Keywords:

Subject Scheduling System, Artificial Bee Colony Algorithm, Waterfall, Schedule Conflict, Efficiency

Abstract

Course Scheduling Information System Using Web-Based Artificial Bee Colony AlgorithmOne of the educational institutions in Cicalengka District and Bandung Regency is SMK Yadika Cicalengka. has difficulties with scheduling and plotting. At SMK Yadika Cicalengka, the existing scheduling system is still done manually using Microsoft Excel. This becomes less effective because it takes quite a long time and requires an assessment of each teacher's teaching availability every day. This research aims to create a scheduling system that can optimize the time to create subject schedules and accurately divide teaching assignments. Using the artificial bee colony method, this research develops the system and achieves optimal results by imitating how bee colonies search and exploit food sources effectively. In the case of this research, iteration and solution selection will be performed to reduce the breadth of the problem. The results of this study show that the created system is more efficient in time scheduling, with an average value of 96%.

References

M. Fhadli, D. Jauhari, D. A. Prabowo, A. Hanafi, A. Sunaryo, and I. Cholissodin, “OPTIMASI PENJADWALAN PENGERJAAN SOFTWARE PADA SOFTWARE HOUSE DENGAN FLOW-SHOP PROBLEM MENGGUNAKAN ARTIFICIAL BEE COLONY,” vol. 3, no. 4, pp. 259–264, 2016.

M. Fitriawati, M. Dwi Rahmatya, S. Mauluddin, and A. Nursikuwagus, “ANALISIS DAN PEMODELAN PROTOTIPE SISTEM INFORMASI JADWAL KULIAH DENGAN ALGORITMA ABC (ARTIFICIAL BEE COLONY),” Oct. 2018.

A. F. O. Gaffar, R. Malani, and A. B. W. Putra, Artificial Intelligence Konsep Fundamental dan Terapan. Media Nusa Creative (MNC Publishing), 2021.

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Published

2023-09-08

How to Cite

Imam Saepul Azmi, & Ina Najiyah. (2023). Sistem Informasi Penjadwalan Mata Pelajaran Menggunakan Algoritma Artificial Bee Colony Berbasis Web. Jurnal Ilmiah Teknik Informatika Dan Komunikasi, 3(3), 35–48. https://doi.org/10.55606/juitik.v3i3.612

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