Fuzzy Comprehensive Evaluation of Effectiveness Based on Improved Membership Function

The traditional triangular-type membership function and the boundary of each scoring interval are determined according to the vertex of the interval, but the boundary may be expected to have special requirements, which leads to the traditional fuzzy synthesis method is unable to evaluate the effectiveness of the system. Therefore, we propose a new linear membership function based on the traditional triangular membership function. In addition, the indicators are carefully classified, and the subsequent evaluation and treatment methods are designed for each type of indicators. The study shows that the proposed broken line-type membership function solves the problem that the boundary of the scoring interval has special requirements, and applies the practical examples to verify the feasibility of the algorithm.

Authors

Institutions

Publication Details

Published
2025-08-03
DOI
https://doi.org/10.1109/icma65362.2025.11120817
Citations
1
Primary Topic
Evaluation and Optimization Models
Type
article
Field-Weighted Citation Impact
1.30
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Fuzzy Comprehensive Evaluation of Effectiveness Based on Improved Membership Function

Xuelong Zhang, Peng Zhang, Lingtao Yu, Jialin He et al.
1 citations
Evaluation and Optimization Models
1.30
article

Fuzzy Comprehensive Evaluation of Effectiveness Based on Improved Membership Function

Xuelong Zhang, Peng Zhang, Lingtao Yu, Jialin He, Xue Yang
article en
1 citations

Abstract

The traditional triangular-type membership function and the boundary of each scoring interval are determined according to the vertex of the interval, but the boundary may be expected to have special requirements, which leads to the traditional fuzzy synthesis method is unable to evaluate the effectiveness of the system. Therefore, we propose a new linear membership function based on the traditional triangular membership function. In addition, the indicators are carefully classified, and the subsequent evaluation and treatment methods are designed for each type of indicators. The study shows that the proposed broken line-type membership function solves the problem that the boundary of the scoring interval has special requirements, and applies the practical examples to verify the feasibility of the algorithm.

Harbin University (CN), Harbin Engineering University (CN), China Telecom (China) (CN)
Openalex Percentile: Top 18%
Evaluation and Optimization Models
1.30
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.