<abstract xmlns="http://www.w3.org/1999/xhtml">

<p>College English teaching has formed a long-term historical persistent problem in the process of higher education expansion, and it is urgent to explore its development dilemma and corresponding countermeasures. This study uses hierarchical analysis to analyze the connection between relevant factors in English teaching activities, constructs a judgment matrix for teaching evaluation, establishes the index ordering through a consistency test, and applies intuitive fuzzy logic to establish the index weights. At the same time, a genetic algorithm was applied to the weight optimization process to iterate the better matrix indicator weights. After verifying the optimization effect through experiments, the comprehensive assessment method was applied to specific teaching cases and analyzed. The comprehensive evaluation results of students, teachers, and experts were obtained respectively, the latter being [0.3459 0.2961 0.1848 0.1086 0.0636]. The final evaluation result of the university English teaching case is [0.3358 0.2790 0.1874 0.1272 0.0695], which corresponds to the grade of “general”. Through the evaluation of university English teaching, the difficulties of current English teaching are fed back, which lays the foundation for the countermeasures to be put forward.</p>
</abstract>

College English teaching has formed a long-term historical persistent problem in the process of higher education expansion, and it is urgent to explore its development dilemma and corresponding countermeasures. This study uses hierarchical analysis to analyze the connection between relevant factors in English teaching activities, constructs a judgment matrix for teaching evaluation, establishes the index ordering through a consistency test, and applies intuitive fuzzy logic to establish the index weights. At the same time, a genetic algorithm was applied to the weight optimization process to iterate the better matrix indicator weights. After verifying the optimization effect through experiments, the comprehensive assessment method was applied to specific teaching cases and analyzed. The comprehensive evaluation results of students, teachers, and experts were obtained respectively, the latter being [0.3459 0.2961 0.1848 0.1086 0.0636]. The final evaluation result of the university English teaching case is [0.3358 0.2790 0.1874 0.1272 0.0695], which corresponds to the grade of “general”. Through the evaluation of university English teaching, the difficulties of current English teaching are fed back, which lays the foundation for the countermeasures to be put forward.

Exploring the Development, Dilemmas and Countermeasures of College English Teaching by Combining the Hierarchical Analysis Approach

Applied Mathematics and Nonlinear Sciences

This work is licensed under the Creative Commons Attribution 4.0 International License.

College English teaching has formed a long-term historical persistent problem in the process of higher education expansion, and it is urgent to explore its...

Exploring the Development, Dilemmas and Countermeasures of College English Teaching by Combining the Hierarchical Analysis Approach

Published Online: Dec 18, 2023

Page range: -

Received: Feb 14, 2023

Accepted: Jun 28, 2023

DOI: https://doi.org/10.2478/amns.2023.2.01542

Keywords
Hierarchical Analysis, Judgment Matrix, Intuitionistic Fuzzy Logic, Genetic Algorithm, College English

© 2023 Jiayu Xu, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Exploring the Development, Dilemmas and Countermeasures of College English Teaching by Combining the Hierarchical Analysis Approach

Published Online: Dec 18, 2023

Page range: -

Received: Feb 14, 2023

Accepted: Jun 28, 2023

DOI: https://doi.org/10.2478/amns.2023.2.01542

KeywordsHierarchical Analysis, Judgment Matrix, Intuitionistic Fuzzy Logic, Genetic Algorithm, College English

© 2023 Jiayu Xu, published by Sciendo

This work is licensed under the Creative Commons Attribution 4.0 International License.

Keywords
Hierarchical Analysis, Judgment Matrix, Intuitionistic Fuzzy Logic, Genetic Algorithm, College English