surviving network under each disaster. A bi-level stochastic optimization model is proposed for this problem, in which link … a fixed point representing a feasible solution, within an acceptable tolerance level, of the bi-level stochastic … optimization model which is an effective solution under disasters of moderate severity. Parametric and sensitivity analyses …