Matrix Period Idempotent
1. **State the problem:** We are given two matrices and asked to find the period of the first matrix and determine which of the two given matrices is idempotent or involutory.
2. **Recall definitions:**
- A matrix $A$ is **idempotent** if $A^2 = A$.
- A matrix $A$ is **involutory** if $A^2 = I$, where $I$ is the identity matrix.
- The **period** of a matrix $A$ is the smallest positive integer $k$ such that $A^k = I$.
3. **Given matrix for period:**
$$
A = \begin{bmatrix} 1 & -2 & -6 \\ -3 & 2 & 9 \\ 2 & 0 & -3 \end{bmatrix}
$$
4. **Calculate powers of $A$ to find period:**
- Compute $A^2 = A \times A$.
- Compute $A^3 = A^2 \times A$.
- Continue until $A^k = I$ or conclude no such $k$ exists.
5. **Calculate $A^2$:**
$$
A^2 = \begin{bmatrix} 1 & -2 & -6 \\ -3 & 2 & 9 \\ 2 & 0 & -3 \end{bmatrix} \times \begin{bmatrix} 1 & -2 & -6 \\ -3 & 2 & 9 \\ 2 & 0 & -3 \end{bmatrix}
$$
Calculate each element:
- First row:
- $(1)(1) + (-2)(-3) + (-6)(2) = 1 + 6 - 12 = -5$
- $(1)(-2) + (-2)(2) + (-6)(0) = -2 - 4 + 0 = -6$
- $(1)(-6) + (-2)(9) + (-6)(-3) = -6 - 18 + 18 = -6$
- Second row:
- $(-3)(1) + (2)(-3) + (9)(2) = -3 - 6 + 18 = 9$
- $(-3)(-2) + (2)(2) + (9)(0) = 6 + 4 + 0 = 10$
- $(-3)(-6) + (2)(9) + (9)(-3) = 18 + 18 - 27 = 9$
- Third row:
- $(2)(1) + (0)(-3) + (-3)(2) = 2 + 0 - 6 = -4$
- $(2)(-2) + (0)(2) + (-3)(0) = -4 + 0 + 0 = -4$
- $(2)(-6) + (0)(9) + (-3)(-3) = -12 + 0 + 9 = -3$
So,
$$
A^2 = \begin{bmatrix} -5 & -6 & -6 \\ 9 & 10 & 9 \\ -4 & -4 & -3 \end{bmatrix}
$$
6. **Calculate $A^3 = A^2 \times A$:**
$$
A^3 = \begin{bmatrix} -5 & -6 & -6 \\ 9 & 10 & 9 \\ -4 & -4 & -3 \end{bmatrix} \times \begin{bmatrix} 1 & -2 & -6 \\ -3 & 2 & 9 \\ 2 & 0 & -3 \end{bmatrix}
$$
Calculate each element:
- First row:
- $(-5)(1) + (-6)(-3) + (-6)(2) = -5 + 18 - 12 = 1$
- $(-5)(-2) + (-6)(2) + (-6)(0) = 10 - 12 + 0 = -2$
- $(-5)(-6) + (-6)(9) + (-6)(-3) = 30 - 54 + 18 = -6$
- Second row:
- $(9)(1) + (10)(-3) + (9)(2) = 9 - 30 + 18 = -3$
- $(9)(-2) + (10)(2) + (9)(0) = -18 + 20 + 0 = 2$
- $(9)(-6) + (10)(9) + (9)(-3) = -54 + 90 - 27 = 9$
- Third row:
- $(-4)(1) + (-4)(-3) + (-3)(2) = -4 + 12 - 6 = 2$
- $(-4)(-2) + (-4)(2) + (-3)(0) = 8 - 8 + 0 = 0$
- $(-4)(-6) + (-4)(9) + (-3)(-3) = 24 - 36 + 9 = -3$
So,
$$
A^3 = \begin{bmatrix} 1 & -2 & -6 \\ -3 & 2 & 9 \\ 2 & 0 & -3 \end{bmatrix} = A
$$
7. **Interpretation:** Since $A^3 = A$, multiply both sides by $A^{-1}$ (assuming invertible) or observe that $A^3 - A = 0$ implies $A^2 = I$ if $A$ is invertible. But here, $A^3 = A$ means $A^2 = I$ if $A$ is invertible, or the period is 3 if $A^3 = I$.
Check if $A^3 = I$:
No, $A^3 = A$, not $I$. Check $A^2$:
$A^2 \neq I$.
So the period is not 1 or 2. Since $A^3 = A$, the minimal polynomial divides $x^3 - x = x(x^2 - 1)$.
Hence, the period is 2 if $A^2 = I$, but here $A^2 \neq I$. So the period is not 2.
Since $A^3 = A$, the matrix is periodic with period 3 if $A^3 = I$, but it is not.
Therefore, the matrix does not have a finite period such that $A^k = I$ for $k=1,2,3$.
8. **Check idempotent or involutory for given matrices:**
(i) Matrix:
$$
B = \begin{bmatrix} -5 & -8 & 0 \\ 3 & 5 & 0 \\ 1 & 2 & -1 \end{bmatrix}
$$
Calculate $B^2$:
- First row:
- $(-5)(-5) + (-8)(3) + (0)(1) = 25 - 24 + 0 = 1$
- $(-5)(-8) + (-8)(5) + (0)(2) = 40 - 40 + 0 = 0$
- $(-5)(0) + (-8)(0) + (0)(-1) = 0 + 0 + 0 = 0$
- Second row:
- $(3)(-5) + (5)(3) + (0)(1) = -15 + 15 + 0 = 0$
- $(3)(-8) + (5)(5) + (0)(2) = -24 + 25 + 0 = 1$
- $(3)(0) + (5)(0) + (0)(-1) = 0 + 0 + 0 = 0$
- Third row:
- $(1)(-5) + (2)(3) + (-1)(1) = -5 + 6 - 1 = 0$
- $(1)(-8) + (2)(5) + (-1)(2) = -8 + 10 - 2 = 0$
- $(1)(0) + (2)(0) + (-1)(-1) = 0 + 0 + 1 = 1$
So,
$$
B^2 = \begin{bmatrix} 1 & 0 & 0 \\ 0 & 1 & 0 \\ 0 & 0 & 1 \end{bmatrix} = I
$$
Therefore, $B$ is involutory.
(ii) Matrix:
$$
C = \begin{bmatrix} 2 & -2 & -4 \\ -1 & 3 & 4 \\ 1 & -2 & -3 \end{bmatrix}
$$
Calculate $C^2$:
- First row:
- $(2)(2) + (-2)(-1) + (-4)(1) = 4 + 2 - 4 = 2$
- $(2)(-2) + (-2)(3) + (-4)(-2) = -4 - 6 + 8 = -2$
- $(2)(-4) + (-2)(4) + (-4)(-3) = -8 - 8 + 12 = -4$
- Second row:
- $(-1)(2) + (3)(-1) + (4)(1) = -2 - 3 + 4 = -1$
- $(-1)(-2) + (3)(3) + (4)(-2) = 2 + 9 - 8 = 3$
- $(-1)(-4) + (3)(4) + (4)(-3) = 4 + 12 - 12 = 4$
- Third row:
- $(1)(2) + (-2)(-1) + (-3)(1) = 2 + 2 - 3 = 1$
- $(1)(-2) + (-2)(3) + (-3)(-2) = -2 - 6 + 6 = -2$
- $(1)(-4) + (-2)(4) + (-3)(-3) = -4 - 8 + 9 = -3$
So,
$$
C^2 = \begin{bmatrix} 2 & -2 & -4 \\ -1 & 3 & 4 \\ 1 & -2 & -3 \end{bmatrix} = C
$$
Therefore, $C$ is idempotent.
**Final answers:**
- The first matrix does not have a finite period $k$ such that $A^k = I$ for $k=1,2,3$.
- Matrix (i) is involutory.
- Matrix (ii) is idempotent.