A pragmatic algorithm approach to develop course timetable web application based on cloud technology

R. Ferdiana, Nabila Ridwan, N. F. Hidayat
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引用次数: 2

Abstract

University Course Timetabling Problem (UCTP) is common problem on high school and university. This problem is already solved by numerous method such as genetic algorithm, reinforcement learning algorithm, ant colony algorithm, or combination between them. Although the algorithms solved the timetabling problem, the previous researches limited discuss the pseudocode implementation only. This research shows the pragmatic approach implementation to solve UCTP by considering real implementation on the cloud and user acceptance for the result. Thus, this article will provide reader how to implement pragmatic algorithm on the web application technology. This article also proposed an alternative approach to generate course timetabling using high level programming language on the web. This approach allows the generation of timetabling can be completed in a few minutes compared to a manual approach that took three business days.
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一种实用的基于云技术开发课程表web应用的算法方法
大学课程排课问题是中学和大学普遍存在的问题。这个问题已经被许多方法解决了,比如遗传算法、强化学习算法、蚁群算法,或者它们之间的结合。虽然这些算法解决了调度问题,但以往的研究局限于对伪代码实现的讨论。本研究通过考虑云上的实际实现和用户对结果的接受程度,展示了解决UCTP的实用方法。因此,本文将向读者提供如何在web应用技术上实现实用算法。本文还提出了一种在网络上使用高级编程语言生成课程排课表的替代方法。这种方法可以在几分钟内完成时间表的生成,而手工方法需要花费三个工作日。
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