基于ANN算法的高校信息管理系统设计

Design of University Information Management System Based on ANN Algorithm

创建高校信息管理系统已成为教育领域的重点研究方向。传统高校信息管理系统在设计与使用中存在利用率低、运行时出现数据冲突与信息浪费、不能较好实现系统兼容与扩容等问题。鉴于此,为了提升信息传输速度,改善信息处理能力,解决数据繁杂故障率高的问题,设计了一种基于ANN算法的高校信息管理系统,通过动态视角在系统上对高校信息资源进行分布式调度,结合高校具体情况设计出子系统,随后通过ANN算法对信息数据进行处理,以仿真实验形式验证系统效果。实验表明,基于ANN算法的高校信息管理系统具有良好的信息处理能力,能够在保证服务质量的前提下降低集群总消耗,不仅提高了高校信息管理水平,也实现了高校信息管理系统的系统化与科学化,基本实现了设计总目标。

The establishment of the university information management system has become a key research direction in the field of education.The traditional university information management system has the problems in design and use,such as the low utilization rate,data conflicts and information waste during operation,and poor achievement of the compatibility and expansion of the system.In view of these,in order to improve the speed of information transmission,improve the ability of information processing,and solve the problems of the complex data and high failure rate,a university information management system based on the ANN algorithm is designed.University information resources are carried out distributed scheduling on the system through a dynamic perspective,the subsystem is designed according to the specific situation of the university,then information data is processed through the ANN algorithm,and the effect of the system is verified by simulation experiments.Experiments show that the university information management system based on the ANN algorithm has the good ability of information processing,and can reduce the total consumption of clusters under the premise of guaranteeing service quality,which not only improves the level of university information management,but also realizes the systematization and scientization of the university information management system,and basically achieves the overall design goal.