In the questions compute $\begin{pmatrix} \sqrt{3} & -1 \\ 1 & \sqrt{3} \end{pmatrix}^6$ and $\begin{pmatrix} 1 & 1 \\ 0 & 1 \end{pmatrix}^{99}$, how would you solve these?
How to use powers on matrices
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0Are you starting a course in linear algebra? – 2017-02-17
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0For the one on the left, have you learned how to find the eigenvalues of a matrix? For the one on the right, I suggest you start multiplying the first few iterations, and look for a pattern. – 2017-02-17
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0I don't know eigenvalues :( – 2017-02-17
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3Then for the one on the left brute force multiply it 3 times (it is easier than it looks). You will get something surprisingly nice. Now square that. – 2017-02-17
3 Answers
Since first part is answered by Doug M , for the second bit we can approach by the method of induction.
We consider this matrix ,$\begin{pmatrix} 1 & 1 \\ 0 & 1 \end{pmatrix}^{n}$
Lets check for n=2, $\begin{pmatrix} 1 & 1 \\ 0 & 1 \end{pmatrix}.\begin{pmatrix} 1 & 1 \\ 0 & 1 \end{pmatrix}=\begin{pmatrix} 1 & 2 \\ 0 & 1 \end{pmatrix}$.
Lets check for n=3, $\begin{pmatrix} 1 & 1 \\ 0 & 1 \end{pmatrix}.\begin{pmatrix} 1 & 1 \\ 0 & 1 \end{pmatrix}=\begin{pmatrix} 1 & 3 \\ 0 & 1 \end{pmatrix}$.
I think we got a pattern! So, our hypthesis is $\begin{pmatrix} 1 & 1 \\ 0 & 1 \end{pmatrix}^{n} = \begin{pmatrix} 1 & n \\ 0 & 1 \end{pmatrix}$ .To prove our hypothesis we use first principle of mathematical induction.
Let us assume that this form is true for $n = k$ that is multiplying $k$ times which gives us $\begin{pmatrix} 1 & 1 \\ 0 & 1 \end{pmatrix}^{k} =\begin{pmatrix} 1 & k \\ 0 & 1 \end{pmatrix}$ Now if we prove it for $n=k+1$ then it's true for all $n \geq 1$ So, consider $\begin{pmatrix} 1 & 1 \\ 0 & 1 \end{pmatrix}^{k+1} = \begin{pmatrix} 1 & 1 \\ 0 & 1 \end{pmatrix}^{k}.\begin{pmatrix} 1 & 1 \\ 0 & 1 \end{pmatrix}$ Now $\begin{pmatrix} 1 & 1 \\ 0 & 1 \end{pmatrix}^{k} = \begin{pmatrix} 1 & k \\ 0 & 1 \end{pmatrix}$ from our assumption, so $\begin{pmatrix} 1 & 1 \\ 0 & 1 \end{pmatrix}^{k+1} = \begin{pmatrix} 1 & k \\ 0 & 1 \end{pmatrix}.\begin{pmatrix} 1 & 1 \\ 0 & 1 \end{pmatrix} = \begin{pmatrix} 1 & (k+1) \\ 0 & 1 \end{pmatrix}$ from our first case. Hence this holds for any $n \geq 1$,so as a particular case of yours,for $n=99$,this case also holds that is $\begin{pmatrix} 1 & 1 \\ 0 & 1 \end{pmatrix}^{99} = \begin{pmatrix} 1 & 99 \\ 0 & 1 \end{pmatrix}$.
Hope this helps!
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0Please check your work for the square of the matrix. I think the entry in the upper right corner is wrong. – 2017-02-17
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0you are right i will edit this – 2017-02-17
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0did an edit @EthanBolker. – 2017-02-17
$\begin{pmatrix} \sqrt{3} & -1 \\ 1 & \sqrt{3} \end{pmatrix}= 2 \begin{pmatrix} \cos \frac {\pi}{6} & -\sin\frac {\pi}{6} \\ \sin\frac {\pi}{6} & \cos \frac {\pi}{6} \end{pmatrix}$
$\begin{pmatrix} \sqrt{3} & -1 \\ 1 & \sqrt{3} \end{pmatrix}^6= 2^6 \begin{pmatrix} \cos \frac {\pi}{6} & -\sin\frac {\pi}{6} \\ \sin\frac {\pi}{6} & \cos \frac {\pi}{6} \end{pmatrix}^6$
It is worth the exercise to see what happens when you multiply matrices that can be put into this form.
The complex numbers are isomorphic to the set of matrices of the form $$ a+bi \sim \begin{pmatrix} a & -b \\ b & a \end{pmatrix} =a I + b J, \text{ where } J=\begin{pmatrix} 0 & -1 \\ 1 & 0 \end{pmatrix}, J^2=-I $$ Your first matrix corresponds to $z=\sqrt3 +i$.
Now $\dfrac{iz}{2}=\dfrac{-1+\sqrt3}{2}$ is a third root of unity and so $\left(\dfrac{iz}{2}\right)^6=1$.
Therefore $z^6=-64$ and the corresponding matrix is $-64I$.
The second matrix can be written $A=I+N$ where $N^2=0$.
Therefore, $A^k=I+kN$ by the binomial theorem.