New structural reliability method with focus on important region and based on adaptive support vector machines
Support vector machine has been shown to be an effective classification tool for reliability analysis. Its training set governs the computational cost of the whole reliability analysis. To reduce this training set, researchers focus on important region to decrease samples and refine support vector m...
| Main Authors: | , |
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| Format: | Article |
| Language: | English |
| Published: |
SAGE Publishing
2017-06-01
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| Series: | Advances in Mechanical Engineering |
| Online Access: | https://doi.org/10.1177/1687814017710581 |