Research on DUAL-ADGAN Model for Anomaly Detection Method in Time-Series Data

Algorithm 2

DUAL-ADGAN anomaly detection network model pseudo-code

(1)	Function Anomaly detection ;
	Input: Time-series data sliced by sliding window x, Noise vector z, trained P models
	Output: Anomalous data
(2)	For i = 1, …, n do
(3)	For k = 1, …, k do
(4)	Feed the noise vector z into the generator to generate the data
(5)	Calculate , update
(6)	Calculate
(7)	Calculate
(8)
(9)	Calculate dynamic threshold
(10)	If ：
(11)	Return
(12)	end