Finally, the finite component method is used to simulate different surrounding rock deformation Manage schemes, along with the best deformation Manage measures are received. The results exhibit which the simulated annealing algorithm (SA) boosts the local look for capacity on the genetic algorithm (GA) so the hyperparameter optimization solution from the assistance vector regression (SVR) is the global optimal solution. The parameters received with the inversion with the GASA-SVR model are simulated in PLAXIS3D in just 4.0% of your calculated values in the sphere. With the applying of optimized help steps at the internet site, the deformation with the encompassing rock is successfully controlled. Publication:

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