Tell me more ×
Mathematics Stack Exchange is a question and answer site for people studying math at any level and professionals in related fields. It's 100% free, no registration required.

Let $Q_1$ and $Q_2$ be the matrices for two continuous Markov chains and suppose there exists an invertible matrix $U$ such that $Q_1=U^{-1}Q_2U$. Show that $$e^{Q_1}=U^{-1}e^{Q_2}U$$

share|improve this question
What did you try? – Did Oct 7 '12 at 9:23

closed as not constructive by BenjaLim, Did, Norbert, Noah Snyder, tomasz Oct 9 '12 at 21:00

As it currently stands, this question is not a good fit for our Q&A format. We expect answers to be supported by facts, references, or specific expertise, but this question will likely solicit debate, arguments, polling, or extended discussion. If you feel that this question can be improved and possibly reopened, see the FAQ for guidance.

1 Answer

up vote 0 down vote accepted

This has nothing to do with $Q_i$ being Markov chain generators, it follows from the definition of $\exp$ and continuity and linearity of matrix multiplication \[ \exp(Q_1) = \sum_{k=0}^\infty \frac{Q_1^k}{k!} = \sum_{k=0}^\infty U^{-1}\frac{Q_2^k}{k!}U = U^{-1}\cdot \sum_{k=0}^\infty \frac{Q_2^k}{k!}\cdot U = U^{-1}\exp(Q_2)U \]

share|improve this answer

Not the answer you're looking for? Browse other questions tagged or ask your own question.