Have you ever made the limit of a sequence of matrices?

Geometry Level 3

If A = ( 5 / 2 1 3 1 ) A = \begin{pmatrix} 5/2 & -1 \\ 3 & -1 \end{pmatrix}

what is lim n A n \displaystyle \lim_{n \to \infty} A^n ?

1 = ( 1 / 2 1 0 1 ) , 2 = ( 1 2 3 4 ) , 3 = ( 4 0 3 2 ) \boxed{1} = \begin{pmatrix} 1/2 & 1 \\ 0 & -1 \end{pmatrix}, \space \boxed{2} = \begin{pmatrix} 1 & 2 \\ 3 & 4 \end{pmatrix}, \space \boxed{3} = \begin{pmatrix} 4 & 0 \\ 3 & 2 \end{pmatrix} 4 = ( 4 2 6 3 ) , 5 = ( 1 2 4 0 ) , 6 = ( 2 3 4 6 ) \boxed{4} = \begin{pmatrix} 4 & -2 \\ 6 & -3 \end{pmatrix}, \space \boxed{5} = \begin{pmatrix} 1 & 2 \\ 4 & 0 \end{pmatrix}, \space \boxed{6} = \begin{pmatrix} 2 & 3 \\ 4 & 6 \end{pmatrix} 7 = ( 1 / 2 1 / 2 0 1 ) , 8 = ( 1 1 / 2 3 2 ) , 9 = ( 1 0 0 3 ) \boxed{7} = \begin{pmatrix} 1/2 & 1/2 \\ 0 & 1 \end{pmatrix}, \space \boxed{8} = \begin{pmatrix} 1 & 1/2 \\ 3 & 2 \end{pmatrix}, \space \boxed{9} = \begin{pmatrix} 1 & 0 \\ 0 & 3 \end{pmatrix}

Example.- If you want to answer 5 \boxed{5} , return 5 5 .


The answer is 4.

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1 solution

1 \boxed{1} Tricky solution.- det (A) = 1/2 det ( lim n A n ) = 0 lim n A n = 4 or 6 \displaystyle \text{ det (A) = 1/2} \Rightarrow \text{ det (} \lim_{n \to \infty} A^n ) = 0 \Rightarrow \lim_{n \to \infty} A^n = \boxed{4} \text{ or } \boxed{6} . Due to you have 3 tries you'll get it at most in 2 tries.

2 \boxed{2}

If you want to study a square matrix, you have to start knowing its charasteristic polynomial, Jordan matrix and its minimal polynomial. The charasterisc polynomial of A A is p A ( x ) = ( x 1 ) ( x 1 / 2 ) A = S D S 1 p_{A} (x) = (x - 1)(x - 1/2) \Rightarrow A = SDS^{- 1} , with D D being the diagonal matrix D = ( 1 0 0 1 / 2 ) A n = S D n S 1 D = \begin{pmatrix} 1 & 0 \\ 0 & 1/2 \end{pmatrix} \Rightarrow A^n = SD^{n} S^{- 1} Ker (A - I) = ( 1 , 3 / 2 ) , and Ker ( A - (1/2)I) = ( 1 , 2 ) A = ( 1 1 3 / 2 2 ) ( 1 0 0 1 / 2 ) ( 4 2 3 2 ) \text{ Ker (A - I) =} \langle (1, 3/2) \rangle ,\quad \quad \text{ and} \quad \text{ Ker ( A - (1/2)I) = } \langle (1, 2) \rangle \Rightarrow \quad A =\begin{pmatrix} 1 & 1 \\ 3/2 & 2 \end{pmatrix} \cdot \begin{pmatrix} 1 & 0 \\ 0 & 1/2 \end{pmatrix} \cdot \begin{pmatrix} 4 & -2 \\ -3 & 2 \end{pmatrix} \Rightarrow lim n A n = ( 1 1 3 / 2 2 ) ( 1 0 0 0 ) ( 4 2 3 2 ) = 4 \displaystyle \lim_{n \to \infty} A^n = \begin{pmatrix} 1 & 1 \\ 3/2 & 2 \end{pmatrix} \cdot \begin{pmatrix} 1 & 0 \\ 0 & 0 \end{pmatrix} \cdot \begin{pmatrix} 4 & -2 \\ -3 & 2 \end{pmatrix} = \boxed{4}

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