Penerapan Algoritma Genetika Pada Optimasi Penjadwalan Matakuliah Pada Perguruan Tinggi STMIK Mulia Darma

Authors

  • Monang Juanda Tua Sihombing STMIK Mulia Darma
  • Denni M.Rajagukguk STMIK MULIA DARMA
  • Muhammad Iqbal Panjaitan STMIK MULIA DARMA
  • Mamed Rofendi Manalu STMIK MULIA DARMA
  • Pandi Barita Nauli Simangunsong Fakultas Ilmu Komputer, Universitas Katolik Santo Thomas
  • Nurmala Sridewi Sistem Informasi, Fakultas Teknologi, Universitas Battuta

DOI:

https://doi.org/10.30865/json.v6i1.8457

Keywords:

Penjadwalan Mata Kuliah, Algoritma Genetika, Optimasi Jadwal, Bentrok Mata Kuliah, Efisiensi Ruang Kelas

Abstract

This research aims to produce an optimal course schedule at STMIK Mulia Darma, with the aim of reducing the number of conflicting courses, equalizing the student burden, and maximizing the use of classrooms. The optimization process is carried out through determining the course schedule using a genetic algorithm. Genetic algorithms were chosen because of their ability to solve large-scale and complex problems, making them suitable for handling complex course scheduling problems that involve many variables and constraints. It is hoped that the results of this study will produce an optimal course schedule, taking into account course clashes, student loads, and classroom use efficiency. After research, the optimal course schedule was obtained.

Author Biography

Mamed Rofendi Manalu, STMIK MULIA DARMA

Fakultas Ilmu Komputer, Universitas Katolik Santo Thomas

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Published

2024-09-30

How to Cite

Sihombing, M. J. T., M.Rajagukguk, D., Panjaitan, M. I., Manalu, M. R., Simangunsong, P. B. N., & Sridewi, N. (2024). Penerapan Algoritma Genetika Pada Optimasi Penjadwalan Matakuliah Pada Perguruan Tinggi STMIK Mulia Darma. Jurnal Sistem Komputer Dan Informatika (JSON), 6(1), 8–13. https://doi.org/10.30865/json.v6i1.8457