Contoh Jurnal Teknik Informatika Pdf – Artikel Karya Tulis Ilmiah Download

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Contoh Jurnal Teknik Informatika Pdf  – ABSTRAK

Contoh Jurnal Teknik Informatika Pdf

Course scheduling is important in the process of academic activities and also becomes a very difficult problem to solve, especially in the informatics engineering department UIN Maulana Malik Ibrahim Malang. With the limitations of the existing lecturers, the number of classes and the number of rooms demanded to remain able to meet the needs of the students.

Previous research on the optimization of lecturing scheduling using genetic algorithm with Roulette Wheel selection method, has not shown maximum results, as evidenced by the error rate of 27.79%. Therefore with this research try to improve the research, that is by using genetic algorithm by method. Also in this study will be done by Simulated Annealing method. Genetic algorithm is a computational approach to solve problems that are modeled by biological processes of evolution, selection range, crossover, and mutation. In contrast to the previous research above using the Roulette Wheel selection method, in this study using Rank selection method, which is also an improvement from the selection. Roulette Wheel.

The result of the experiment shows that in this optimal result, the genetic parameters are population size 10, crossover probability 0,70 and probability of mutation 0,15. This study also managed to fix the error rate to 0%. The estimated average scheduling time for the genetic algorithm in this study was 3 hours 13 minutes 54 seconds in 5 trials. While on Simulated Annealing takes an average of 25 minutes with a condition schedule that is equally optimal.Sehingga genetic algorithm with the method score Can be used to schedule lectures at the department of informatics engineering State Islamic University Maulana Malik Ibrahim Malang.Kata Kunci: schedule, Genetic algorithm , method. Download

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