Implementation of Genetic Algorithm in Making a Covid-19 Vaccination Schedule
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Abstract
At the end of 2019, the World was attacked by a very deadly virus. Starting from the city of Wuhan in China, this virus began to grow and attack the world and became a pandemic. Until now the world is still being attacked by this pandemic. Various experts in this world took turns looking for a solution to this problem. Various studies and studies were carried out to find a way out and treatment. In the middle of 2020, research began to be intensively carried out to make a covid 19 vaccine. In doing things that are quite complicated, of course we need the help of technology to do it. In this case, we can use an algorithm in scheduling the covid 19 vaccination. In this regard, this study would like to discuss the application of genetic algorithms in making the covid 19 vaccination schedule. The genetic Algorithm was chosen because it can use many variables in its application compared to the FIFO method. The FIFO method is indeed simpler, the first to register will be scheduled, but to support more variables it is more efficient to use Genetic Algorithms. The use of genetic algorithms in this study was to find solutions and apply them to the program to schedule the covid 19 vaccination. genetics in scheduling accurate and effective COVID-19 vaccinations.
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[2] Ni Luh Gede Pivin et al., 2016) Ni Luh Gede Pivin, S., I Made, S., & Suta, D. (2016). Penerapan Algoritma Genetika Untuk Penjadwalan Mata Pelajaran. Journal of Applied Intelligent System, 1(3), 220–233.
[3] Paranduk, L., Indriani, A., Hafid, M., & Suprianto. (2018). Sistem Informasi Penjadwalan Mata Kuliah Menggunakan Algoritma Genetika Berbasis Web. Seminar Nasional Aplikasi Teknologi Informasi (SNATi), E46–E50.
[4] Pranata, J., & Purba, K. R. (2016). Aplikasi Game Strategi Menggunakan Metode Algoritma Genetika untuk Pembuatan Pasukan. Jurnal Infra, 4(1), 199–204.
[5] Puspita, R. M., Arini, A., & Masrurah, S. U. (2016). Pengembangan Aplikasi Penjadwalan) Kegiatan Pelatihan Teknologi Informasi Dan Komunikasi Dengan Algoritma Genetika (Studi Kasus: Bprtik). Jurnal Online Informatika, 1(2), 76–81. https://doi.org/10.15575/join.v1i2.43
[6] Puspaningrum, W. A., Djunaidy, A., & Vinarti, R. A. (2013). Penjadwalan Mata Kuliah Menggunakan Algoritma Genetika di Jurusan Sistem Informasi ITS. Jurnal Teknik Pomits, 2(1), 127–131.
[7] Patricia, E., & Suryono, H. (2015). Analisis Penjadwalan Kegiatan Produksi Pada Pt . Muliaglass Float Division Dengan Metode Forward Dan Backward. 43(1), 71–79.
[8] Pelajaran, M., Sdn, P., Cikarang, P., Kuliah, L., & Praktik, K. (2019). Perancangan sistem informasi penjadwalan mata pelajaran pada sdn pasirsari 01 cikarang. 1.
[9] Studi, G., Di, K., Dewanti, R., Novianingsih, K., & Agustina, F. (n.d.). MENGGUNAKAN ALGORITMA DEPARTEMEN PENDIDIKAN MATEMATIKA FPMIPA UPI). 43–53.
[10] Priandani, N. D., & Mahmudy, W. F. (2015). Optimasi Travelling Salesman Problem with Time Windows (Tsp-Tw) Pada Penjadwalan Paket Rute Wisata. Seminar Nasional Sistem Informasi Indonesia, November, 2–3.
[11] Sidin, U. S. (2016). Sistem informasi penjadwalan mata pelajaran berbasis web. SemanTIK, 2(1), 47–58.
[12] Soenandi, I. A. (2013). Konsep algoritma genetik biner untuk optimasi perencanaan jadwal kegiatan perkuliahan (. Jurnal Teknik Dan Ilmu Komputer, 02(07), 355–362.)
[13] Suhartono, E. (2015). Optimasi Penjadwalan Mata Kuliah dengan Algoritma Genetika (Studi Kasus di AMIK JTC Semarang). Infokam, 2, 132–146.
[14] Suprayogi, D. A., & Mahmudy, W. F. (2015). Penerapan Algoritma Genetika Traveling Salesman Problem with Time Window: Studi Kasus Rute Antar Jemput Laundry. Jurnal Buana Informatika, 6(2)
[15] Utama, D. M., Ardiansyah, L. R., & Garside, A. K. (2019). Penjadwalan Flow Shop untuk Meminimasi Total Tardiness Menggunakan Algoritma Cross Entropy–Algoritma Genetika. Jurnal Optimasi Sistem Industri, 18(2), 133. https://doi.org/10.25077/josi.v18.n2.p133-141.2019.

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