“…The traditional procedure for the system reliability assessment of ductile frame structures includes two steps, that is, identifying important failure modes and the computation of system probability of failure stemmed from these important modes. A number of different methods have been developed to identify the important failure modes (or sequences) of ductile frame structures, such as incremental load approach (e.g., Moses, 1982; Feng, 1988), β -unzipping method (e.g., Thoft-Christensen and Murotsu, 1986; Thoft-Christensen, 1990; Daghigh and Makouie, 2003; Yang et al, 2014), truncated enumeration method (e.g., Melchers and Tang, 1984; Nafday, 1987), branch-and-bound approach (e.g., Murotsu et al, 1984; Mahadevan and Raghothamachar, 2000; Lee and Song, 2011), stable configuration approach (Ang and Ma, 1981; Bennett and Ang, 1986), and stochastic optimization techniques (Zimmerman et al, 1993). Although some of these methods provide elegant techniques for the identification of the important failure modes, they tend to be uneconomical or even unresolvable when applied to large structures.…”