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GA-Based Support Vector Machine Model for the Prediction of Monthly Reservoir Storage
Publisher: American Society of Civil Engineers
Abstract: Reservoir storage prediction is essential to the operation and management of reservoirs. In this paper, a genetic algorithm (GA)-based support vector machine (SVM) model was developed for the prediction of monthly reservoir ...
On the Ensemble of Surrogate Models by Minimum Screening Index
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: The ensemble of surrogate models has attracted more and more attention due to their more stable performance than individual models. This work proposes a novel adaptive ensemble of surrogate models based on the minimum ...
Assessment of Structural Robustness under Different Events according to Vulnerability
Publisher: American Society of Civil Engineers
Abstract: Structural robustness is investigated in this study according to its opposite property, i.e., structural vulnerability, which is calculated as the assembly of component vulnerability measured by the vulnerability coefficient. ...
Assessment of Dynamic Measurement Accuracy of GPS in Three Directions
Publisher: American Society of Civil Engineers
Abstract: Global positioning system (GPS) technology is an emerging tool for measuring and monitoring both static and dynamic displacement responses of large civil engineering structures to gust winds. The accuracy of dynamic ...
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