You calculate them with the information you're given. And they are (must be ?) conditional probabilities.
The transition matrix is , where
in the case of a non-homogenous Markov chain, the transition matrix varies according to n.
This transition matrix is made of the transition probabilities.
But I think google can also answer your question... with more precision for sure..