Improved Population Intelligence Algorithm and BP Neural Network for Network Security Posture Prediction

Table 1

Experimental results of different parameter optimization methods.

	Original GA	Original PSO	ACO	GWO	Proposed algorithm
Accuracy	96.65%	93.46%	95.74%	96.86%	98.78%
Time	499.28 s	483.77 s	490.13 s	485.36 s	470.25 s