Advanced Computational Methods for Mitigating Shock and Vibration Hazards in Deep Mines Gas Outburst Prediction Using SVM Optimized by Grey Relational Analysis and APSO Algorithm

<div>Test data set prediction results of three models. (a) Prediction results by SVM model. (b) Prediction results by PSO-SVM model. (c) Prediction results by APSO-SVM model. (d) Comparison of prediction results.</div>

Shock and Vibration

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Figure 4: Advanced Computational Methods for Mitigating Shock and Vibration Hazards in Deep Mines Gas Outburst Prediction Using SVM Optimized by Grey Relational Analysis and APSO Algorithm 

Figure 4 | Advanced Computational Methods for Mitigating Shock and Vibration Hazards in Deep Mines Gas Outburst Prediction Using SVM Optimized by Grey Relational Analysis and APSO Algorithm 