Exponentiation of a diagonal matrix

66 Views Asked by At

By the definition of matrix exponentiation,

$$A^k = \begin{cases} I_n, & \text{if } k=0 \\[1ex] A^{k-1}A, & \text{if } k\in \mathbb {N}_0 \\ \end{cases}$$

In my book, there's an exercise to do $D^k$, where $D$ is a diagonal matrix. In the solutions, though, they wrote

$$D^k=\operatorname{diag}(d_1^k, \dots , d_n^k)$$

Which one is correct?

2

There are 2 best solutions below

1
On BEST ANSWER

Both are correct but they are two different topics.

$$A^k=\left\{ \begin{array}{c} I_n, if\, k=0 \\ A^{k-1}A, if\, k\in {\displaystyle \mathbb {N} }_0 \\ \end{array} \right.$$ is the definition of the matrix power $A^k$ in general.

On the other hand $$D^k=diag(d_1\,^k, ... , d_n\,^k)$$ is a special case where your matrix is a diagonal matrix.

There is no conflict because the second one is just the application of the first one to the diagonal matrix $$D=diag(d_1,d_2, ... , d_n)$$

2
On

Let $$D=\begin{bmatrix} a & 0 & 0 \\ 0 & b & 0 \\ 0 & 0 & c \end{bmatrix}.$$ then by the property of diagonal matrix $$f(D)=\begin{bmatrix} f(a) & 0 & 0 \\ 0 & f(b) & 0 \\ 0 & 0 & f(c) \end{bmatrix}$$ So $$D^k= \begin{bmatrix} a^k & 0 & 0 \\ 0 & b^k & 0 \\ 0 & 0 & c^k \end{bmatrix}$$ and $$D^0 =\begin{bmatrix} 1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 1 \end{bmatrix}$$