The importance analysis allows reliability estimation depending on the system structure and its components states. Importance measures quantify the criticality of a particular component. Multi-State System (MSS) is mathematical model in reliability analysis that is used for description system with more than two levels of performance. Multiple-Valued Logic mathematical approach is used for MSS reliability analysis. New algorithms for calculation of the importance measures based on the methods of Logical Differential Calculus and Binary (Multi-Valued) Diagram are proposed taking into account features of MSSs. Benchmarking algorithms have been driven to the number of variables; number of driven nodes is foreseen to find all possible states. According to tests the two proposed algorithms are similar in point of view of computation complexity.

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