Program/Track B/B.3.1/Evaluation of Network Reliability and Element Importance Metrics Using the R Software Package
Evaluation of Network Reliability and Element Importance Metrics Using the R Software Package
The article considers an approach to assessing the importance metrics and reliability of networks. The Monte Carlo method is used to estimate Birnbaum metrics and failure probability with determination of the confidence interval. To conduct a computational experiment, the R software package is used. A description is given of the representation of the control system reliability model in the iGraph package, which provides visualization of the results. The model of a three-level network structure is considered as an example.