Based on comparing with some existing variance reduced techniques for
sampling, an improving importance sampling method for failure probabil
ity calculation, which combines the importance sampling technique with
the conditional expectation variance reduced technique, is shown in t
his paper. This improving method can ensure the validation of every sa
mpling simulation procedure, avoid the complicated optimization proced
ure, and improve the precision and efficiency of simulation estimation
.