Joint Availability Importance on Markov Model

This paper extends the idea of availability importance from the first-order partial derivative of the system availability to the second-order partial derivative for Markov models. This measure expresses the strength of correlation between two transition rates. We found that a special matrix can be efficiently combined with the procedure of analysis for a continuous-time Markov chain. Numerical experiments demonstrate the effectiveness of our proposal.