Application of machine learning in optimized distribution of dampers for structural vibration control

@article{Li2019ApplicationOM,
  title={Application of machine learning in optimized distribution of dampers for structural vibration control},
  author={Luyu Li and X. Zhao},
  journal={Earthquakes and Structures},
  year={2019},
  volume={16},
  pages={679-690}
}
This paper presents machine learning methods using Support Vector Machine (SVM) and Multilayer Perceptron (MLP) to analyze optimal damper distribution for structural vibration control. Regarding different building structures, a genetic algorithm based optimization method is used to determine optimal damper distributions that are further used as training samples. The structural features, the objective function, the number of dampers, etc. are used as input features, and the distribution of… Expand