Open AccessResearch on AHP-fuzzy comprehensive evaluation method and application
Author(s) -
Kaiyou Yuan,
Heng Li,
Ming Jiang
Publication year - 2020
Publication title -
journal of physics. conference series
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 0.21
H-Index - 85
eISSN - 1742-6596
pISSN - 1742-6588
DOI - 10.1088/1742-6596/1592/1/012045
Subject(s) - analytic hierarchy process , evaluation methods , fuzzy logic , computer science , scope (computer science) , set (abstract data type) , dimension (graph theory) , quality (philosophy) , data mining , operations research , artificial intelligence , mathematics , reliability engineering , engineering , philosophy , epistemology , pure mathematics , programming language
Considering the limitation of AHP-fuzzy comprehensive evaluation method on the isomorphism and mutual exclusion of comment sets, it is difficult to use this method to evaluate actual cases with different dimension comment sets or check comment grades. This paper propounded an improved AHP-fuzzy comprehensive evaluation method with heterogeneous and check comment set, and the proposed method was further applied to the comprehensive evaluation of the evaluation state of collegiate teaching quality. Results illustrated that the improved method excelled not only in analysing and comparing the membership degree of each evaluation grade of the ultimate evaluation factors, but also in examining and evaluating the expected compliancedegree of each evaluation factor. The evaluation results were demonstrated to be more objective, accurate and applicable in a much wider scope.