Consider a city C with surrounding residential areas N, S,E, and W. Residents
can move between any two locations or stay in their current location, with
fixed probabilities. In this case a state is the location of a resident at any given
time. The state diagram shown in Fig. 1 describes the situation with the
probabilities of moving from one location to another shown in the
corresponding transition matrix
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