Show that every 2 x 2 stochastic matrix has at least one steady-state vector. Any such matrix can be written in the form P = 1-α B a 1-B where & and B are constants between 0 and 1. (There are two linearly independent steady-state vectors if a=B=0. Otherwise, there is only one.)

Advanced Engineering Mathematics
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Chapter2: Second-order Linear Odes
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1-α B
Show that every 2 x 2 stochastic matrix has at least one steady-state vector. Any such matrix can be written in the form P =
α 1-B
where x and ẞ are constants between 0 and 1. (There are two linearly independent steady-state vectors if a = ß= 0. Otherwise, there is
only one.)
If P is a stochastic matrix, then a steady-state vector, or equilibrium vector, for P is a probability vector q such that Pq=q.
If a =B=0, then P=
10
01
Notice that Px = x for any vector x in R². Determine two linearly independent steady-state vectors in this case.
0
(Use a comma to separate answers as needed.)
Transcribed Image Text:1-α B Show that every 2 x 2 stochastic matrix has at least one steady-state vector. Any such matrix can be written in the form P = α 1-B where x and ẞ are constants between 0 and 1. (There are two linearly independent steady-state vectors if a = ß= 0. Otherwise, there is only one.) If P is a stochastic matrix, then a steady-state vector, or equilibrium vector, for P is a probability vector q such that Pq=q. If a =B=0, then P= 10 01 Notice that Px = x for any vector x in R². Determine two linearly independent steady-state vectors in this case. 0 (Use a comma to separate answers as needed.)
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