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基于遗传算法的高校教务系统排课问题的应用研究

Research on the Application of Genetic Algorithms to Course Scheduling in College Educational Administration System
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摘要 针对广西民族师范学院教务系统人工排课耗时耗力,排课效率低,还有可能出现教学资源冲突等系列问题,提出把遗传算法和教务系统的排课问题结合起来,结合广西民族师范学院的具体情况,设计一个智能的自动排课数学模型。实验结果表明,该模型能表现出智能化,能有效解决自动排课问题,符合教学规律,有效地提高排课方案的科学性和合理性,对于提高学校教务管理水平具有重要意义。 Aiming at a series of problems such as time-consuming and labor-consuming manual course scheduling, low efficiency of course schedul. ing, and possible conflict of teaching resources in the educational administration system of Guangxi Normal University for Nationalities, pro. poses to combine genetic algorithm with course scheduling in the educational administration system, and designs an intelligent mathemati. cal model of automatic course scheduling based on the specific situation of Guangxi Normal University for Nationalities. The experimental results show that the model can show intelligence, effectively solve the problem of automatic course scheduling, conform to the teaching law, effectively improve the scientific and rational course scheduling scheme, and has important significance for improving the level of school educational administration management.
作者 蒋正锋 吕佩佩 覃韩 龚琼珍 JIANG Zheng-feng;LV Pei-pei;GONG Qiong-zhen(College of Mathematics and Computer Science, Guangxi Normal University for Nationalities, Chongzuo 532200;School of Computer Science, Wuhan University, Wuhan 430072)
出处 《现代计算机》 2019年第21期32-36,共5页 Modern Computer
基金 广西高校中青年教师基础能力提升项目(No.2017KY0844) 广西民族师范学院大学生创新创业训练计划项目(No.201810604054、201810604082) 2018年度获校级教学改革研究课题(No.JGZD201805)
关键词 遗传算法 教务系统 自动排课 Genetic Algorithms Educational Administration System Automatic Course Scheduling
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