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Journal : System Information and Computer Technology (SYNCTECH)

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 Adri, Khaeriyah Ahmadi, Rezky Amrih, Amrih Andi Sinrang Andriani Andriani Asad, Muhammad Arisal Asni Asni Barisan Barisan, Barisan Basrah, Miftahul Jannah Budai, Balázs Benjámin Buhari Buhari Chairuddin Chairuddin Dandi, Dandi Darlis, Muhammad Akbar Ali Dema, Herman Dewi Dewi 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 Harliani, Harliani Heriana, Heriana Herman Lawelai Husnaini, Nadia Iban, Nur Irmawati Irmawati Jamaluddin Ahmad Kamaruddin Kamaruddin Khairunnisa, Anugrah Kusrini S. Kadar Lado, Jamaluddin Ahmad LUKMAN, LUKMAN Maretik, Maretik Miswandi Tendrita Muhammad Bibin, Muhammad Muhammad Ikbal Muhammad Nur Muhammad Rais Rahmat Munawir Munawir Muslimin Muslimin Mustanir, Ahmad Naniar, Naniar Natsir, Rinas Rahmat Rifani Nilwana, Andi Nonci, Nurjannah Nur Muhammad Nurhayani nurhayani Nurmaulid, Nurmaulid Padapi, Astrini Parawansyah, Asrul Pariakan, Arman Prima Adi Laksana Purbaningsih, Yuli Qadaruddin Fajri Adi Qalbi, Nur Rahayu, Sri Bintari Rahim, Rahim Rahma, Nurmaulida Rahmania Pamungkas, Rahmania Ramadan, Amalia Ramadani, Rezky Ramli, Hasnah Rini Rachmawaty Risma Risma, Risma Rismayanti, Riris Rusyda Auliya Sahida, Sahida Sahidin . Saleh, Ariyanti Sam, Muliani Sandi Lubis Saparuddin Saparuddin sapri sapri Sari, Tri Maniarta Sarmin, Yuti Sarpan, Lisna Wati Sinrang, Andi Siti Aslamyah Sudarman Sudarman Sudarwin Kamur Sukmawati Sukmawati sukri Sukri, sukri Sunandar Said Sundari Sundari Suni Hariati, Suni Syaprianto, Syaprianto Tahir, Tahir Triani, T. Uceng, Andi Wardana, Data Wulandari, Rezky Yana, Olivia Estrella