Intelligent optimization algorithm-driven informational teaching model for English reading and writing in universities

Article type: Research Article

Authors: Liu, Peijun

Affiliations: Foreign Language Teaching and Research Section Department of General Education, West Anhui Health Vocational College, Lu’an, Anhui, China | E-mail: princecom2012@163.com

Correspondence: [*] Corresponding author: Foreign Language Teaching and Research Section Department of General Education, West Anhui Health Vocational College, Lu’an, Anhui, China. E-mail: princecom2012@163.com.

Abstract: English reading and writing are important parts of language teaching. In order to improve the English reading and writing ability of college students, the TLBO (teaching learning-based optimization) algorithm is used in this research to improve the way that English reading and writing are taught in colleges and universities. It is chosen as the primary model for this study. The TLBO algorithm is further optimized in this paper, and a convergence analysis is performed between the optimized model M-TLBO (multi-learning teaching learning-based optimization) algorithm and other TLBO algorithms in order to address the issues that the TLBO algorithm has an excessively single teaching ability and readily settles into local optimal solutions for some large-scale complex problems. In terms of stability and convergence accuracy, M-TLBO outperforms other algorithms. In order to investigate the impact of the M-TLBO algorithm on students’ writing performance, this paper uses the teaching-learning optimization algorithm to conduct a pre-and post-test on students’ English reading and writing performance in five dimensions. The study’s findings revealed that students’ pre-test writing scores had a mean value of 8.4770 and a standard deviation of 1.72449, and that their post-study writing scores had increased by 5.05 points. The English reading and writing information-based teaching model can improve students’ English writing performance. It is hoped to promote the development of English teaching and improve the efficiency of students’ English learning.

Keywords: Intelligent optimization algorithm, TLBO algorithm, M-TLBO model, information-based teaching, English reading and writing, teaching model

DOI: 10.3233/JCM-237101

Journal: Journal of Computational Methods in Sciences and Engineering, vol. 24, no. 2, pp. 715-730, 2024