Table 3 The settings of Bayesian, IPSO, FTTA and IFTTA algorithm.

From: An advanced CNN-attention model with IFTTA optimization for prediction air consumption of relay nozzles

Parameter

IPSO

Bayesian

FTTA /IFTTA

Search agents

5

5

5

Max iterations

100

100

100

Dimension of hyperparameter

5

5

5

Convolutional kernel size

1 ~ 8

1 ~ 8

1 ~ 8

No. of convolutional kernels

20 ~ 28

20 ~ 28

20 ~ 28

Learning rate

0.0001 ~ 1

0.0001 ~ 1

0.0001 ~ 1