Penerapan Artificial Intelligence (AI) Pada Sistem Informasi Optimasi Jadwal Kuliah Menggunakan Algoritma Genetika

Dedi Prasetio, Wawan Hermawan Syah, Budi Budi
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Abstract

Scheduling lectures is one important aspect to support the implementation of lectures. With the scheduling of lectures, lecture time can be arranged, so that the room can be used effectively. To arrange lecture scheduling, it is of course needed the right way so that arranging the lecture schedules becomes easier and faster. At the College of XXXX, lecture schedules is still done in the conventional way that is arranging the schedule manually using Microsoft Excel software so that it takes a long time in preparing the scheduling of lectures. To simplify and accelerate the process of preparing lecture schedules optimally, the Lecture Scheduling Information System is one of the right solutions. Genetic Algorithm is one way to make logical and systematic steps so that the Information System Scheduling lectures can provide solutions that are easy, faster and more optimal. The genetic algorithm is one of the advances in the field of information technology in the field of Artificial Intelligence (AI) that can solve optimization problems. So that the process of making a schedule using genetic algorithms prepares lecture schedules faster, more precise and optimal. The results obtained from the modeling of genetic algorithms in the lecture schedules system include reguler morning class schedules, reguler evening class schedules, and extention class schedules in all majors at XXXX Higher Education.
使用遗传算法将课余信息系统应用于人工智能
课程安排是支持课程实施的一个重要方面。有了课程表,可以安排好讲课时间,使教室得到有效利用。为了安排课程安排,当然需要正确的方法,以便安排课程安排变得更容易和更快。在XXXX学院,课程表的制作仍然采用传统的方式,即使用Microsoft Excel软件手工编排课程表,这使得课程表的准备时间较长。为了简化和加快课程安排的编制过程,课程安排信息系统是一个正确的解决方案。遗传算法是一种使步骤合乎逻辑和系统化的方法,使信息系统调度讲座能够提供简单、快速和更优的解决方案。遗传算法是人工智能(AI)领域信息技术领域的进步之一,可以解决优化问题。因此,利用遗传算法制定课程表的过程可以使课程表更快、更精确、更优。通过对课表系统中遗传算法的建模,得到了XXXX高等教育各专业的上午课表、晚上课表和扩展课表的规律。
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