Enhanced Multi‐Objective Optimization Model for Bridge Performance Assessment and Prediction, Based on Improved PCA, K‐Means Clustering, and Kaplan–Meier Survival Algorithm

Enhanced Multi‐Objective Optimization Model for Bridge Performance Assessment and Prediction, Based on Improved PCA, K‐Means Clustering, and Kaplan–Meier Survival Algorithm

ABSTRACT The research proposes a hybrid algorithm model that combines model‐driven and data‐driven approaches for the direct application of bridge health monitoring technology in bridge management. This comprehensive study encompasses a series of analytical techniques and methodologies to build a mu...

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Bibliographic Details
Main Authors: Chengzhong Gui, Zhi Duan, Zuwei Huang, Zhiguo Sun, Wei Qiao, Yu Cheng
Format: Article
Language:English
Published: Wiley 2025-01-01
Series:Engineering Reports
Subjects:
data preprocessing
Kaplan–Meier method
K‐means cluster analysis
performance evaluation
regression prediction
structural nonlinear analysis
Online Access:https://doi.org/10.1002/eng2.13017
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