Cable-stayed bridge framework

This study proposes an integrated framework combining Gaussian process regression (GPR) with an enhanced whale optimization algorithm improved by the Salp Swarm Algorithm (EWOSSA). GPR is first used t...

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Cablestayed Bridge Framework
Cable-Stayed Bridges

Due to the relative flexibility of the girder-tower system during erection, it is easier to adjust the profile by adjusting the cable lengths compared to conventional cantilever-constructed bridges.

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Efficient Design Optimization of Cable-Stayed Bridges: A Two-Layer

Obtaining an optimum design for a cable-stayed bridge is challenging, due to the large number of design variables and design constraints that are typically nonlinear and usually conflict with...

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A HiDeNN-Opt framework for cable force optimization in cable-stayed bridges

This paper proposes HiDeNN-Opt, a cable force optimization framework for cable-stayed bridges with HiDeNN-FEM as the core, enabling efficient computation of the relationship between cable forces

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A novel multi-task graph neural network model for cable force

This study introduces a novel framework for cable force optimization in cable-stayed bridges by integrating a MT-GNN surrogate model with the NSGA-II algorithm.

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Deep learning-based framework for time-dependent reliability analysis

This study proposes a deep learning-based framework to evaluate the time-dependent reliability of cable-stayed bridges with corroded PSC box girders.

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Surrogate-assisted design optimization of cable-stayed bridges with

These features make the proposed method a practical and useful tool for bridge engineers, especially at the preliminary design stages of cable-stayed bridges.

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Optimization of cable tension in large-span cable-stayed bridges

To enhance the reliability of cable force optimization in large-span cable-stayed bridges, this study presents a force optimization model that considers reliability indicators specific to...

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A Framework for Evaluating the Reasonable Internal Force State of

Therefore, this paper presents a novel assessment framework for construction state control to ensure reasonable internal forces in cable-stayed bridges without backstays.

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Cable Force Optimization in Cable-Stayed Bridges Using Gaussian

This study proposes an integrated framework combining Gaussian process regression (GPR) with an enhanced whale optimization algorithm improved by the Salp Swarm Algorithm

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System reliability assessment of cable-stayed bridge assisted with GA

This paper presents a machine learning framework for assessing the reliability of cable-stayed bridge systems. The support vector machine (SVM) method is adopted as a substitute for the

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