Matrices & Determinants
Idempotent Matrices
GRB_1000_SCQ
Grade Class 12

Question:

If $A$ is an idempotent matrix satisfying $(I - 0.4A)^{-1} = I - \alpha A$, where $I$ is unit matrix of the same order as that of $A$, then the value of $\alpha$ is:
$\dfrac{-1}{3}$
$\dfrac{1}{3}$
$\dfrac{-2}{3}$
$\dfrac{2}{3}$

Step-by-Step Solution

Key Concept: Idempotent matrices and matrix inverse
Step 1: Identify the property of an idempotent matrix. Since $A$ is an idempotent matrix, by definition we have: $$A^2 = A$$ Step 2: Use the given inverse relationship. We are given that $(I - 0.4A)^{-1} = I - \alpha A$. By the definition of an inverse, this means: $$(I - 0.4A)(I - \alpha A) = I$$ Step 3: Expand the left-hand side. Multiplying out the product: $$(I - 0.4A)(I - \alpha A) = I - \alpha A - 0.4A + 0.4\alpha A^2$$ Step 4: Apply the idempotent property. Since $A^2 = A$, we can substitute: $$I - \alpha A - 0.4A + 0.4\alpha A^2 = I - \alpha A - 0.4A + 0.4\alpha A$$ Step 5: Simplify and collect terms with $A$. Rearranging: $$I + A(-\alpha - 0.4 + 0.4\alpha) = I$$ Step 6: Equate coefficients. For this equation to hold, the coefficient of $A$ must equal zero: $$-\alpha - 0.4 + 0.4\alpha = 0$$ Step 7: Solve for $\alpha$. Combining like terms: $$-0.6\alpha - 0.4 = 0$$ $$-0.6\alpha = 0.4$$ $$\alpha = -\frac{0.4}{0.6} = -\frac{2}{3}$$ **Final Answer:** The value of $\alpha$ is $\boxed{-\dfrac{2}{3}}$, which corresponds to **Option 3**.
Correct Answer: 3

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