Network Security Situation Prediction Model Based on EMD and ELPSO Optimized BiGRU Neural Network

Table 6

Average number of iterations under the specified accuracy.

PSO	—	243	—	—	—	—	—	—	227	—	204	—
MPSO	164	150	213	94	—	113	—	208	186	94	125	194
QPSO	62	18	102	22	179	61	62	98	151	42	149	83
IAP-PSO	87	54	115	96	49	117	103	115	147	98	99	96
EIW-PSO	114	71	79	83	65	49	58	92	83	30	74	60
CLPSO	79	85	105	92	71	72	64	84	101	53	59	86
SRPSO	34	64	86	78	48	63	55	71	45	44	39	67
ELPSO	11	12	16	14	34	9	10	16	21	19	24	13