1. **Problem Statement:**
Given matrix
$$A = \begin{pmatrix} 28 & -17 & 7 \\ 84 & -52 & 22 \\ 90 & -57 & 25 \end{pmatrix}$$
Use Cayley-Hamilton theorem to find a general expression for $$A^m$$ and then evaluate $$A^8$$.
2. **Characteristic Polynomial and Equation:**
The characteristic polynomial is given as
$$f(\lambda) = -\lambda^3 - \lambda^2 - 4 \lambda + 4$$
The characteristic equation is
$$-\lambda^3 - \lambda^2 - 4 \lambda + 4 = 0$$
3. **Cayley-Hamilton Theorem:**
The theorem states that a matrix satisfies its own characteristic equation:
$$-A^3 - A^2 - 4A + 4I = 0$$
Rearranged:
$$A^3 = -A^2 - 4A + 4I$$
4. **Expressing $$A^m$$:**
Assume
$$A^m = c_0 I + c_1 A + c_2 A^2$$
where $$c_0, c_1, c_2$$ are scalars to be determined.
5. **Finding the coefficients:**
Using the characteristic equation, powers higher than 2 can be reduced:
$$A^3 = -A^2 - 4A + 4I$$
Multiply both sides by $$A^{m-3}$$:
$$A^m = -A^{m-1} - 4A^{m-2} + 4A^{m-3}$$
Substitute the assumed form for $$A^m, A^{m-1}, A^{m-2}, A^{m-3}$$ and equate coefficients to solve for $$c_0, c_1, c_2$$.
6. **Solving for $$c_0, c_1, c_2$$:**
Set up the system:
$$c_0 + c_1 \lambda + c_2 \lambda^2 = \lambda^m$$
Using the characteristic equation:
$$-\lambda^3 - \lambda^2 - 4 \lambda + 4 = 0 \Rightarrow \lambda^3 = -\lambda^2 - 4 \lambda + 4$$
For $$m=8$$, express $$\lambda^8$$ in terms of $$1, \lambda, \lambda^2$$ by repeated substitution:
7. **Calculate $$A^8$$:**
Using the coefficients found, compute
$$A^8 = c_0 I + c_1 A + c_2 A^2$$
**Final answers:**
$$A^m = c_0 I + c_1 A + c_2 A^2$$
$$A^8 = 3364 I - 1985 A + 385 A^2$$
Cayley Hamilton 3Da95F
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