Research on Weight Determination Method of Cable Damage Index Based on Game Theory
- DOI
- 10.2991/978-94-6463-372-6_24How to use a DOI?
- Keywords
- bridge performance indicators; uncertain analytic hierarchy process; entropy weight method; game theory model; cable sheath damage index of cable-stayed bridges
- Abstract
To address the issue of subjectivity or objectivity bias in determining the weights of bridge performance indicators using a single weighting method, this study employs the uncertain analytic hierarchy process (UAHP) and entropy weight method to calculate the subjective and objective weights of evaluation indicators. Furthermore, a game theory model is utilized to obtain the optimal comprehensive weights of the evaluation indicators. The UAHP incorporates interval numbers instead of precise values in judgment matrices to reflect the uncertainty and fuzziness of expert cognition. The entropy weight method uses the correlation matrix of evaluation indicators as the judgment matrix and conducts data standardization to obtain objective weights. The game theory approach minimizes the deviation between the subjective weights from UAHP and the objective weights from the entropy weight method. The effectiveness of this approach is verified by taking the cable sheath damage index of cable-stayed bridges as an example in evaluating the reasonableness of calculating comprehensive indicator rankings using this method.
- Copyright
- © 2024 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.
Cite this article
TY - CONF AU - Guanxu Long AU - Yerong Hu AU - Guohua Liu AU - Zhang Rui AU - Wenliang Zhang PY - 2024 DA - 2024/02/12 TI - Research on Weight Determination Method of Cable Damage Index Based on Game Theory BT - Proceedings of the 2023 5th International Conference on Civil Architecture and Urban Engineering (ICCAUE 2023) PB - Atlantis Press SP - 263 EP - 274 SN - 2589-4943 UR - https://doi.org/10.2991/978-94-6463-372-6_24 DO - 10.2991/978-94-6463-372-6_24 ID - Long2024 ER -