A Review of The Research on the Index Weighting Method of Multi-Factor Evaluation Problem

DOI

10.2991/978-94-6463-845-5_65How to use a DOI?

Keywords

multi-factor evaluation; index weight; subjective weighting method; objective weighting method; comprehensive weighting method

Abstract

This paper is based on a systematic study of subjective empowerment method, objective empowerment method and subjective and objective comprehensive empowerment method, and conducts in-depth analysis from method principles, applicable boundaries to practical selection strategies, providing theoretical basis and operational guidance for the selection of empowerment method in different scenarios. According to the research in this paper, when selecting multi-factor evaluation index empowerment methods, we must combine data characteristics, problem complexity and decision-making goals, rationally understand and grasp the advantages and disadvantages of each method to ensure the relative scientific and rationality of the evaluation results. In the future, it is necessary to integrate dynamic adjustment and machine learning technologies to optimize adaptability to promote the intelligentization of the evaluation system and interdisciplinary development.

Copyright

© 2025 The Author(s)

Open Access

Open Access This chapter is licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International License (http://creativecommons.org/licenses/by-nc/4.0/), which permits any noncommercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license and indicate if changes were made.

Download article (PDF)

TY  - CONF
AU  - Xiaohui Xu
AU  - Xuelian Zhu
AU  - Jie Xue
AU  - Zhangjian Wei
PY  - 2025
DA  - 2025/09/16
TI  - A Review of The Research on the Index Weighting Method of Multi-Factor Evaluation Problem
BT  - Proceedings of the 2025 6th International Conference on Management Science and Engineering Management (ICMSEM 2025)
PB  - Atlantis Press
SP  - 632
EP  - 645
SN  - 2667-1271
UR  - https://doi.org/10.2991/978-94-6463-845-5_65
DO  - 10.2991/978-94-6463-845-5_65
ID  - Xu2025
ER  -