Swarm Intelligence Algorithm in the Evaluation System of English Reading Teaching Quality

The teaching of English reading in colleges and universities is a topic that both students and teachers are concerned about. To improve students' English proficiency, the quality of teaching must be improved. Therefore, it is necessary to establish a teaching quality evaluation system (TQES). The system evaluation method allows teachers to obtain relevant information in time through information feedback after the evaluation, find teachers' problems in the teaching process, adjust the teaching mode in time, continuously correct mistakes and deficiencies in the teaching process, improve grades, and raise the quality of teaching to a higher level. This paper introduces the swarm intelligence algorithm (SIA) when designing the English reading TQES, the purpose is to improve the calculation speed and accuracy of the scoring results, and verify the feasibility of the system by testing the performance of the system.