错误:搜索内容不能为空,请输入英文关键词
错误:关键词超出字数限制,请精简
高级检索

Design and Implementation of Intelligent Teaching Management Information System Based on Genetic Algorithm

  • Huazhen Yu,
  • Yi Yang,
  • Chengyi Niu

摘要

The intelligent teaching management information system based on genetic algorithm is an intelligent system that applies genetic algorithm to teaching management. The system adopts genetic algorithms for optimization, which can achieve personalized teaching management services based on historical data and needs, improving the efficiency and personalized service level of education management. This system includes basic data such as student information, teacher information, course information, and teaching plans. Based on students’ interests, learning abilities, grades, and other information, genetic algorithms are used to intelligently arrange and optimize courses. At the same time, the system supports the setting of multiple triggering conditions, which can monitor students’ learning process, provide real-time feedback and course management functions. The system has designed a complete security system, ensuring sufficient privacy protection for students, teachers, and administrators, and being able to backup and restore important information. This system achieves comprehensive intelligence in education management through the and intelligent teaching management, greatly improving teaching efficiency and service quality.