Question

Difficulty: HardMatrices and Determinants

Given the matrix A=(3214)A = \begin{pmatrix} 3 & 2 \\ 1 & 4 \end{pmatrix}, if A27A+kI=0A^2 - 7A + kI = \mathbf{0}, where II is the 2×22 \times 2 identity matrix and 0\mathbf{0} is the 2×22 \times 2 zero matrix, what is the value of kk?

Answer: 10

Answer

The value of kk is 10.
By matrix multiplication and algebraic evaluation, A27A=10IA^2 - 7A = -10I. Substituting into A27A+kI=0A^2 - 7A + kI = \mathbf{0} yields 10I+kI=0-10I + kI = \mathbf{0}, which gives k=10k = 10. Alternatively, by the Cayley-Hamilton Theorem, any 2×22 \times 2 matrix AA satisfies A2tr(A)A+det(A)I=0A^2 - \text{tr}(A)A + \det(A)I = \mathbf{0}. Here tr(A)=3+4=7\text{tr}(A) = 3 + 4 = 7 and det(A)=(3)(4)(2)(1)=10\det(A) = (3)(4) - (2)(1) = 10, directly giving k=det(A)=10k = \det(A) = 10.

Step-by-Step Solution

1
Calculate the matrix product A2A^2
A2=((33+21)(32+24)(13+41)(12+44))=(1114718)A^2 = \begin{pmatrix} (3\cdot 3 + 2\cdot 1) & (3\cdot 2 + 2\cdot 4) \\ (1\cdot 3 + 4\cdot 1) & (1\cdot 2 + 4\cdot 4) \end{pmatrix} = \begin{pmatrix} 11 & 14 \\ 7 & 18 \end{pmatrix}
Squaring matrix AA involves multiplying rows of AA by columns of AA.
2
Perform scalar multiplication for 7A7A
7A=(2114728)7A = \begin{pmatrix} 21 & 14 \\ 7 & 28 \end{pmatrix}
Each entry of matrix AA is multiplied by the scalar 7.
3
Subtract 7A7A from A2A^2
A27A=(11211414771828)=(100010)=10IA^2 - 7A = \begin{pmatrix} 11 - 21 & 14 - 14 \\ 7 - 7 & 18 - 28 \end{pmatrix} = \begin{pmatrix} -10 & 0 \\ 0 & -10 \end{pmatrix} = -10I
Subtracting corresponding entries yields a scalar multiple of the identity matrix.
4
Solve for the unknown scalar kk
10I+kI=0    k=10-10I + kI = \mathbf{0} \implies k = 10
Setting (k10)I=0(k - 10)I = \mathbf{0} implies k10=0k - 10 = 0, so k=10k = 10.

Key Concept

Matrix Polynomial Equations and Cayley-Hamilton Theorem
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