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All Journal Governance : Jurnal Ilmu Pemerintahan Jurnal Harkat : Media Komunikasi Gender Public Health of Indonesia Journal of Governance and Public Policy Jurnal Keperawatan Padjadjaran JURNAL MUQODDIMAH : Jurnal Ilmu Sosial, Politik dan Hummaniora Indonesian Contemporary Nursing Journal (ICON Journal) Saintifik : Jurnal Matematika, Sains, dan Pembelajarannya Moderat Jurnal Gema Ngabdi JPSI (Journal of Public Sector Innovations) PRAJA: Jurnal Ilmiah Pemerintahan JOPPAS: Journal of Public Policy and Administration Silampari MALLOMO: Journal of Community Service Jurnal Manajemen dan Ilmu Administrasi Publik (JMIAP) Jurnal Pendidikan Ilmu Pengetahuan Alam (JP-IPA) Jurnal Dialogika Manajemen dan Administrasi Saraq Opat : Jurnal Administrasi Publik JKP (Jurnal Kajian Pemerintah: Journal of Government Social and Politics) Jurnal Ilmu Sosial dan Humaniora JAQ Dharma Pengabdian Perguruan Tinggi (DEPATI) Journal of Biological Science and Education Jurnal Keperawatan Soedirman (The Soedirman Journal of Nursing) Jurnal Keperawatan Profesional (KEPO) JANE (Jurnal Administrasi Negara) Journal of Innovative and Creativity System Information and Computer Technology (SYNCTECH)
Erfina, Erfina
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Religion Agriculture, Biological Sciences & Forestry Arts Humanities Biochemistry, Genetics & Molecular Biology Chemistry Computer Science & IT Decision Sciences, Operations Research & Management Economics, Econometrics & Finance Education Engineering Environmental Science Health Professions Languange, Linguistic, Communication & Media Law, Crime, Criminology & Criminal Justice Mathematics Neuroscience Nursing Physics Public Health Social Sciences Other

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Journal : System Information and Computer Technology (SYNCTECH)

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Pengembangan Sistem Penjadwalan Mata Pelajaran Otomatis Menggunakan Algoritma Genetika di Sekolah Menengah Kejuruan (SMK)Darussalam Makassar Qalbi, Nur; Faisal , Faisal; Erfina, Erfina
System Information and Computer Technology (SYNCTECH) Vol. 1 No. 2 (2025): July
Publisher : Subaltren Inti Media

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Abstract

The effectiveness of the teaching and learning process within an educational institution is significantly determined by the quality of its course scheduling. The timetable generation process at SMK Darussalam Makassar, which still relies on manual methods using Microsoft Excel, faces several fundamental challenges. This process has been identified as time-consuming (inefficient), leading to delays in the dissemination of the schedule to relevant stakeholders. The primary problem that frequently arises is the occurrence of clashes in teacher schedules, thereby directly disrupting the academic process. To address this scheduling optimization problem, this research implements a Genetic Algorithm. This algorithm is a stochastic search technique inspired by the principles of natural selection and genetics to find optimal or near-optimal solutions. Based on the evaluation results, the developed Genetic Algorithm-based scheduling system demonstrates limitations in terms of scalability. The system only succeeded in achieving an optimal schedule for 56 out of a total of 406 class meetings. This performance limitation is attributed to the architectural and computational resource constraints of the developed platform.
Co-Authors A.S. Alonemarera Adnan, A. Astinah Ahmadi, Rezky Amrih, Amrih Andi Sinrang Andriani Andriani Asad, Muhammad Arisal Budai, Balázs Benjámin Chairuddin Chairuddin Dandi, Dandi Darlis, Muhammad Akbar Ali Dema, Herman Doddy Ismunandar Bahari Elly Lilianty Sjattar Ernawati Ernawati Faisal , Faisal Fakhriyah, Sitti Firman Firman Fitriani Fitriani G.P., Sartika Gurning, Sonia Sumiarti Habibi, Siti Nurhalima Haeruddin Haeruddin Hamid, Hariyanti Hardianti Hardianti, Hardianti Herman Lawelai Husnaini, Nadia Irmawati Irmawati Jamaluddin Ahmad Kamaruddin Kamaruddin Khairunnisa, Anugrah Kusrini S. Kadar Lado, Jamaluddin Ahmad LUKMAN, LUKMAN Maretik, Maretik Miswandi Tendrita Muhammad Ikbal Muhammad Nur Muhammad Rais Rahmat Munawir Munawir Muslimin Muslimin Mustanir, Ahmad Natsir, Rinas Rahmat Rifani Nilwana, Andi Nonci, Nurjannah Nur Muhammad Nurmaulid, Nurmaulid Pariakan, Arman Qalbi, Nur Rahim, Rahim Rahmania Pamungkas, Rahmania Ramadan, Amalia Ramadani, Rezky Ramli, Hasnah Rini Rachmawaty Risma Risma, Risma Sahida, Sahida Saleh, Ariyanti Sam, Muliani Sandi Lubis Saparuddin Saparuddin sapri sapri Sari, Tri Maniarta Sinrang, Andi Siti Aslamyah Sukmawati Sukmawati sukri Sukri, sukri Suni Hariati, Suni Syaprianto, Syaprianto Tahir, Tahir Uceng, Andi Wardana, Data Yana, Olivia Estrella