Implementasi Algoritma Genetika Untuk Penjadwalan Sekolah (Studi Kasus: SMP Negeri 2 Wonosegoro)

Pipit Puspitasari(1*), Magdalena A. Ineke Pakereng(2),

(1) FTI UKSW, Salatiga, Indonesia
(2) FTI UKSW, Salatiga, Indonesia
(*) Corresponding Author

Abstract


The development of increasingly advanced technology can help in the work, so that it can be done more quickly and easily. One of them is scheduling subjects using genetic algorithms. Genetic algorithm is a technique to find the best solution from several solutions so that it gets the best results according to the stopping criteria if it has done 10 experiments and reached 100 generations. This study uses teacher data, subject data, and time. The results of the study provide a list of optimal schedules with the highest fitness score of 1, where teachers do not have teaching hours at the same time. The system can assist in solving existing problems, which can process data to carry out the scheduling process.

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References


Lian Aga Aditya, W. M. (2017). Implementasi Algoritma Genetika Untuk Penjadwalan Mata Pelajaran Pada Lms Penjadwalan Mata Pelajaran Pada Lms. Jurnal Mantik Penusa.

Ferdyawan, A. H. (2020). Penerapan Algoritma Genetika Dalam Optimasi Penjadwalan Proyek. Jurnal Mahasiswa Aplikasi Teknologi Komputer Dan Informasi.

Septiani, W. D. (1 Agustus 2020). Optimasi Algoritma C4.5 Menggunakan Algoritma Genetika. Inti Nusa Mandiri.

Daniel Dwi Kurnia, S. A. (2021). Sistem Pakar Untuk Mendiagnosa Gangguan Kesehatan Mental Menggunakan Algoritma Genetika. Jurnal Teknik Informatika Dan Sistem Informasi.

I Gusti Ayu Desi Saryanti, I. K. (2017). Penerapan Metode Algoritma Genetika Untuk Penjadwalan Mengajar. Jurnal Simmetris.

Anita Desiani. “Konsep Kecerdasan Buatan”. Andi Offset. Yogyakarta. 2006

Ni Luh Gede Pivin Suwirmayanti, I. M. (2016). Penerapan Algoritma Genetika Untuk Penjadwalan Mata Pelajaran. Journal Of Applied Intelligent System.




DOI: http://dx.doi.org/10.30645/j-sakti.v7i1.600

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