Icing time prediction model of pavement based on an improved svr model with response surface approach

HIGHLIGHTS

• who: Lingxiao Shangguan et al. from the School of Transportation Science and Engineering, Harbin Institute of Technology, Harbin, China have published the research work: Icing Time Prediction Model of Pavement Based on an Improved SVR Model with Response Surface Approach, in the Journal: (JOURNAL) of 12/08/2022
• what: In this paper, the commonly used SVR model is optimized by an improved PSO and polynomial RSM to calibrate the high-accuracy icing time prediction model, using the data collected onsite.
• how: This paper presents a hybrid improved SVR algorithm to predict the time . . .
  

   

  

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