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At last, the finite element method is accustomed to simulate various surrounding rock deformation Manage schemes, and also the optimum deformation Regulate steps are attained. The results present that the simulated annealing algorithm (SA) boosts the regional lookup capacity with the genetic algorithm (GA) so the hyperparameter optimization solution on the aid vector regression (SVR) is the worldwide ideal solution. The parameters attained in the inversion in the GASA-SVR design are simulated in PLAXIS3D inside of four.0% on the calculated values in the sphere. With the appliance of optimized assist actions at the internet site, the deformation with the surrounding rock has been successfully controlled. Publication:

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