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Study on timetable design for Osaka International University by Differential Evolution

机译:基于差异进化的大阪国际大学时间表设计研究

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Timetabling problem is a kind of combinatorial optimizations. However, it is very difficult to be solved the timetabling problem from the enormous combination total number and the complexity of the limitation condition. In this study, we develop the timetabling algorithm for Osaka International University (OIU). Otherwise, it is difficult to design and solving the problem with many constraints. So, in this paper, we design the reduced model and propose a solution method by Differential Evolution (DE) that a kind of the evolution algorithm. This study is a new trial such as to apply the DE to timetabling problem. During the writing of this manuscript, the experimental results have not been obtained yet. However, we consider that our solution method by DE obtains more effective solutions. We report the results of numerical experiments on the day.
机译:时间表问题是一种组合优化。但是,从庞大的组合总数和限制条件的复杂性来解决时间表问题是非常困难的。在这项研究中,我们开发了大阪国际大学(OIU)的时间表算法。否则,很难设计和解决具有许多约束的问题。因此,在本文中,我们设计了简化模型,并提出了一种基于差分进化(DE)的求解方法,该方法是一种进化算法。这项研究是一项新尝试,例如将DE应用于时间表问题。在撰写此手稿期间,尚未获得实验结果。但是,我们认为DE的求解方法可以获得更有效的解。我们报告当天的数值实验结果。

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