Question Bank • QB_EM_ADV_001 NAT • 2 Marks

Section 1: Engineering Mathematics

Linear Algebra

Subtopic: Cayley–Hamilton theorem

Question Statement:

Let $A = \begin{pmatrix} 1 & 2 \\ 0 & 2 \end{pmatrix}$. Using the Cayley-Hamilton theorem, the matrix polynomial $A^4 - 3A^3 + 2A^2 + A + I$ is expressed in the form $c_1 A + c_0 I$, where $c_1$ and $c_0$ are real scalars. The value of $(c_1 + c_0)$ is ________ (answer in integer).

Answer Key:

2

Step-by-Step Solution & Explanation

The characteristic equation of $A$ is given by: $\det(A - \lambda I) = (1 - \lambda)(2 - \lambda) - 0 = \lambda^2 - 3\lambda + 2 = 0$ By the Cayley-Hamilton theorem, $A$ satisfies its own characteristic equation: $A^2 - 3A + 2I = O \implies A^2 = 3A - 2I$ Now evaluate the polynomial $P(A) = A^4 - 3A^3 + 2A^2 + A + I$: $P(A) = A^2(A^2 - 3A + 2I) + A + I = A^2(O) + A + I = A + I$ Thus, $c_1 = 1$ and $c_0 = 1$. Hence, $c_1 + c_0 = 1 + 1 = 2$.
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