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Table 13 GA parameters and time cost for the three optimization cases

From: High-dimensional aerodynamic data modeling using a machine learning method based on a convolutional neural network

Optimization case

Population

Generation

Evaluation

Total time used (Intel core i9 11900 K@3.50 Hz)

1

500

1000

500,000

40 min 57 s

2

500

1000

500,000

40 min 24 s

3

500

1000

500,000

41 min 10 s