调度信息系统使用基于Web的人工蜂群算法

None Imam Saepul Azmi, None Ina Najiyah
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引用次数: 0

摘要

基于网络的人工蜂群算法的课程调度信息系统Cicalengka区和万隆县的教育机构之一是SMK Yadika Cicalengka。在计划和计划方面有困难。在SMK Yadika Cicalengka,现有的调度系统仍然是使用微软Excel手动完成的。这就变得不那么有效了,因为它需要相当长的时间,并且需要每天对每个老师的教学可用性进行评估。本研究旨在创建一个调度系统,可以优化时间,创建学科时间表,准确划分教学任务。本研究采用人工蜂群的方法,模仿蜂群如何有效地寻找和开发食物来源,开发了该系统,并获得了最优的结果。在本研究的情况下,将进行迭代和解决方案选择,以减少问题的广度。研究结果表明,所创建的系统具有更高的时间调度效率,平均调度效率为96%。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Sistem Informasi Penjadwalan Mata Pelajaran Menggunakan Algoritma Artificial Bee Colony Berbasis Web
Course Scheduling Information System Using Web-Based Artificial Bee Colony AlgorithmOne of the educational institutions in Cicalengka District and Bandung Regency is SMK Yadika Cicalengka. has difficulties with scheduling and plotting. At SMK Yadika Cicalengka, the existing scheduling system is still done manually using Microsoft Excel. This becomes less effective because it takes quite a long time and requires an assessment of each teacher's teaching availability every day. This research aims to create a scheduling system that can optimize the time to create subject schedules and accurately divide teaching assignments. Using the artificial bee colony method, this research develops the system and achieves optimal results by imitating how bee colonies search and exploit food sources effectively. In the case of this research, iteration and solution selection will be performed to reduce the breadth of the problem. The results of this study show that the created system is more efficient in time scheduling, with an average value of 96%.
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