Design and Application of Swarm Intelligence Algorithm in Mathematics Teaching Quality Evaluation System in Higher Vocational Colleges

To gain insights into the development and practical use of a quality evaluation system for mathematics teaching in higher vocational colleges, this study introduces a swarm intelligence algorithm for assessing the quality of mathematics instruction within this educational context. First, this paper analyzes a general evaluation model based on swarm intelligence and presents a swarm intelligence algorithm to evaluate it. By comparing traditional analysis methods, this paper proposes a model for using particle swarm optimization as a training quality evaluation method. Those. Secondly, in accordance with the reality of the higher education institution, the process of evaluating the effectiveness of the teacher’s activities and the evaluation process was developed using the AHP method, and it became possible to extract the evaluation results and evaluate the teacher’s activities. work, research, etc., makes the evaluation of university courses more effective, automatic and objective. Finally, the performance evaluation method of mathematics teaching is tested, showing the basic concept and test steps, and the system is checked with a black box test, which proves the reliability of the process system.