Abstract : Estimates of system reliability crucially rely on qualitative techniques for determining the impact of component failures. Formally, the structure function of a system determines minimal tie or cut sets that are instrumental for quantitative techniques of reliability assessment. This paper describes three techniques, based on Boolean satisfiability solving, for computing minimal tie sets.