Eventually, the finite aspect approach is utilized to simulate unique bordering rock deformation control schemes, and the best deformation Regulate actions are obtained. The outcomes clearly show which the simulated annealing algorithm (SA) enhances the area lookup capability from the genetic algorithm (GA) so that the hyperparameter optimization solution on the assistance vector regression (SVR) is the global optimum solution. The parameters obtained in the inversion of the GASA-SVR design are simulated in PLAXIS3D inside 4.0% of the calculated values in the sphere. With the applying of optimized guidance actions at the location, the deformation on the bordering rock has actually been properly managed. Publication:

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