Table 1.
Details of the GEP dataset.
Fig 1.
Table 2.
Details of the 30 benchmark functions for IEEE CEC2017.
Table 3.
Parameter settings for the benchmark function experiments.
Table 4.
Ablation experiment comparison method setup.
Fig 2.
Table 5.
Comparison results of ablation experiment.
Fig 3.
Fig 4.
Fig 5.
Table 6.
Comparative results of scalability experiment.
Table 7.
Details of the comparison algorithm parameters.
Fig 6.
Table 8.
Optimization results of GEBA with advanced peers on the IEEE CEC2017.
Table 9.
Statistical test comparison results.
Table 10.
Evaluation metrics for forecasting methods.
Table 11.
Details of S-shaped and V-shaped functions.
Fig 7.
Table 12.
Details of the public dataset.
Table 13.
Prediction evaluation results for public dataset Heartandlung.
Table 14.
Prediction evaluation results for public dataset Hepatitisfulldata.
Table 15.
Prediction evaluation results for public dataset IonosphereEW.
Table 16.
Prediction evaluation results for public dataset Vote.
Table 17.
Prediction evaluation results for public dataset Heart.
Table 18.
Prediction evaluation results for public dataset wdbc.
Fig 8.
Fig 9.
Table 19.
Prediction evaluation results for the employment prediction dataset.
Fig 10.