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Chapter 3 · Matrices

Miscellaneous · Q9 (MCQ): Condition from A2=IA^2=I

Miscellaneous ExerciseMatrix multiplication · Section 3.4.5
The question

If

A=[αβγ−α]A = \begin{bmatrix} \alpha & \beta \\ \gamma & -\alpha \end{bmatrix}

is such that A2=IA^2 = I⁠, then

(A) 1+α2+βγ=01 + \alpha^2 + \beta\gamma = 0
(B) 1−α2+βγ=01 - \alpha^2 + \beta\gamma = 0
(C) 1−α2−βγ=01 - \alpha^2 - \beta\gamma = 0
(D) 1+α2−βγ=01 + \alpha^2 - \beta\gamma = 0

Exam answer A2=[α2+βγαβ−αβαγ−αγβγ+α2]=[α2+βγ00α2+βγ]\begin{aligned} A^2 &= \begin{bmatrix} \alpha^2 + \beta\gamma & \alpha\beta - \alpha\beta \\ \alpha\gamma - \alpha\gamma & \beta\gamma + \alpha^2 \end{bmatrix} \\ &= \begin{bmatrix} \alpha^2 + \beta\gamma & 0 \\ 0 & \alpha^2 + \beta\gamma \end{bmatrix} \end{aligned}

A2=IA^2 = I gives α2+βγ=1\alpha^2 + \beta\gamma = 1⁠, that is 1−α2−βγ=01 - \alpha^2 - \beta\gamma = 0⁠.

Answer: (C) 1−α2−βγ=01 - \alpha^2 - \beta\gamma = 0

Want the reason behind every step, the basics and the checks?

The one idea this problem is built on

Just compute A2A^2⁠. Because the diagonal entries are α\alpha and −α-\alpha⁠, the off-diagonal entries of A2A^2 cancel to 0 and both diagonal entries come out as α2+βγ\alpha^2 + \beta\gamma⁠. So A2=(α2+βγ)IA^2 = (\alpha^2 + \beta\gamma)I⁠, and A2=IA^2 = I says exactly α2+βγ=1\alpha^2 + \beta\gamma = 1⁠, which rearranges to option (C).

Given, to find, and the plan
Given
The 2×22\times2 matrix A above, with A2=IA^2 = I (I is I2I_2⁠).
To find
Which of the four relations must then hold.
Plan
(1) Compute A2A^2 entry by entry. (2) Equate with I. (3) Rearrange into the options' form. (4) Examine every option, disproving the wrong ones with explicit matrices.

Basics you need

1Row times column

A2=AAA^2 = AA⁠; each entry is a row of A times a column of A. Basics: pair up, multiply, add

2Identity matrix

I2I_2 has 1 in both diagonal positions and 0 in the other two. Basics: identity and undo

3Equal matrices

Same order and equal corresponding entries. Lesson: equality of matrices

4Disproving with an example

A statement that is supposed to hold for every such A is shown false by one A that satisfies A2=IA^2 = I but breaks the statement.

Solution

  1. Compute A2A^2⁠, entry by entry

    A is 2×22\times2⁠, so AAAA is defined and 2×22\times2⁠. The rows of A are (α,β)(\alpha, \beta) and (γ,−α)(\gamma, -\alpha)⁠; the columns are (α,γ)(\alpha, \gamma) and (β,−α)(\beta, -\alpha)⁠.

    c11=α⋅α+β⋅γ=α2+βγc12=α⋅β+β⋅(−α)=0c21=γ⋅α+(−α)⋅γ=0c22=γ⋅β+(−α)(−α)=βγ+α2\begin{aligned} c_{11} &= \alpha\cdot\alpha + \beta\cdot\gamma = \alpha^2 + \beta\gamma \\ c_{12} &= \alpha\cdot\beta + \beta\cdot(-\alpha) = 0 \\ c_{21} &= \gamma\cdot\alpha + (-\alpha)\cdot\gamma = 0 \\ c_{22} &= \gamma\cdot\beta + (-\alpha)(-\alpha) = \beta\gamma + \alpha^2 \end{aligned} A2=[α2+βγ00α2+βγ]A^2 = \begin{bmatrix} \alpha^2 + \beta\gamma & 0 \\ 0 & \alpha^2 + \beta\gamma \end{bmatrix}
    The off-diagonal entries cancel because the two diagonal entries of A are α\alpha and −α-\alpha⁠: αβ−αβ=0\alpha\beta - \alpha\beta = 0 and γα−αγ=0\gamma\alpha - \alpha\gamma = 0 (numbers commute, so γα=αγ\gamma\alpha = \alpha\gamma⁠). In c22c_{22}⁠, (−α)(−α)=+α2(-\alpha)(-\alpha) = +\alpha^2⁠. So A2A^2 is the scalar matrix (α2+βγ)I(\alpha^2 + \beta\gamma)I⁠.
    Entry formula of Section 3.4.5. Basics: pair up, multiply, add
  2. Equate with I

    A2=IA^2 = I means the four entries match those of I2I_2⁠. The off-diagonal ones give 0=00 = 0⁠, always true. Both diagonal ones give the same equation:

    α2+βγ=1.\alpha^2 + \beta\gamma = 1.

    Subtracting α2+βγ\alpha^2 + \beta\gamma from both sides,

    1−α2−βγ=0.1 - \alpha^2 - \beta\gamma = 0.

    This is option (C). The steps are reversible, so it is in fact equivalent to A2=IA^2 = I⁠: (C) holds exactly when A2=IA^2 = I⁠.

    Rearranging α2+βγ=1\alpha^2 + \beta\gamma = 1 into the form "⋯=0\dots = 0" lets us match it against the options, which are all written that way. Notice that both signs in front of α2\alpha^2 and βγ\beta\gamma are minus: they came from moving +α2+\alpha^2 and +βγ+\beta\gamma across.
    Definition 2 (Section 3.3.1). Lesson: equality of matrices
  3. Examine every option

    Under the condition βγ=1−α2\beta\gamma = 1 - \alpha^2 from Step 2, each option's left side becomes:

    OptionLeft side becomesVerdict
    (A)1+α2+(1−α2)=21 + \alpha^2 + (1 - \alpha^2) = 2Wrong. It is never 0 when A2=IA^2 = I⁠.
    (B)1−α2+(1−α2)1 - \alpha^2 + (1 - \alpha^2)⁠, that is 2−2α22 - 2\alpha^2Wrong. Not forced. Take α=0\alpha = 0⁠, β=γ=1\beta = \gamma = 1⁠: A has rows (0,1)(0, 1)⁠, (1,0)(1, 0) and A2=IA^2 = I⁠, but (B) gives 1−0+1=2≠01 - 0 + 1 = 2 \ne 0⁠.
    (C)1−α2−(1−α2)=01 - \alpha^2 - (1 - \alpha^2) = 0Correct. It always holds when A2=IA^2 = I (Step 2).
    (D)1+α2−(1−α2)1 + \alpha^2 - (1 - \alpha^2)⁠, that is 2α22\alpha^2Wrong. Not forced. Take α=1\alpha = 1⁠, β=γ=0\beta = \gamma = 0⁠: A has rows (1,0)(1, 0)⁠, (0,−1)(0, -1) and A2=IA^2 = I⁠, but (D) gives 1+1−0=2≠01 + 1 - 0 = 2 \ne 0⁠.
    Options (B) and (D) are true for some matrices with A2=IA^2 = I (for instance (B) holds when α=±1\alpha = \pm1⁠, and (D) when α=0\alpha = 0⁠), so it is not enough to say they "look wrong". A single matrix with A2=IA^2 = I that breaks the option shows it does not follow from A2=IA^2 = I⁠. Option (A) fails for every such matrix.
    A counterexample disproves a general claim. Lesson: matrix multiplication
Result

The correct answer is (C): A2=(α2+βγ)IA^2 = (\alpha^2 + \beta\gamma)I⁠, so A2=IA^2 = I gives 1−α2−βγ=01 - \alpha^2 - \beta\gamma = 0⁠. (Textbook answer: C.)

Check it with numbers

Take α=3\alpha = 3⁠, β=4\beta = 4⁠, γ=−2\gamma = -2⁠. Then α2+βγ=9−8=1\alpha^2 + \beta\gamma = 9 - 8 = 1⁠, so (C) holds: 1−9−(−8)=01 - 9 - (-8) = 0⁠. Squaring A directly:

A=[34−2−3]A = \begin{bmatrix} 3 & 4 \\ -2 & -3 \end{bmatrix} c11=3⋅3+4⋅(−2)=1c12=3⋅4+4⋅(−3)=0c21=(−2)⋅3+(−3)(−2)=0c22=(−2)⋅4+(−3)(−3)=1\begin{aligned} c_{11} &= 3\cdot3 + 4\cdot(-2) = 1 \\ c_{12} &= 3\cdot4 + 4\cdot(-3) = 0 \\ c_{21} &= (-2)\cdot3 + (-3)(-2) = 0 \\ c_{22} &= (-2)\cdot4 + (-3)(-3) = 1 \end{aligned}

so A2=IA^2 = I ✓. For this matrix (A) gives 2, (B) gives −16-16 and (D) gives 18, none of them 0.

Common mistakes
  1. Squaring each entry instead of computing AAAA⁠. That would give a diagonal of α2\alpha^2 and α2\alpha^2 and miss βγ\beta\gamma completely.
  2. Sign slip in c22c_{22}: (−α)(−α)=+α2(-\alpha)(-\alpha) = +\alpha^2⁠, not −α2-\alpha^2⁠.
  3. Rearranging carelessly: α2+βγ=1\alpha^2 + \beta\gamma = 1 becomes 1−α2−βγ=01 - \alpha^2 - \beta\gamma = 0⁠, with both terms changing sign.
What to take away
  1. Any 2×22\times2 matrix whose diagonal entries are α\alpha and −α-\alpha squares to a scalar matrix, (α2+βγ)I(\alpha^2 + \beta\gamma)I⁠.
  2. In an MCQ with a condition, derive the condition exactly, then compare. Disprove wrong options with explicit examples that satisfy the hypothesis.
  3. There are many matrices with A2=IA^2 = I besides ±I\pm I⁠, for example the swap matrix with rows (0,1)(0, 1)⁠, (1,0)(1, 0)⁠.

Every fact used, and where it comes from

FactUsed inSource
Product of matrices, entry formulaStep 1, CheckSection 3.4.5 (Lesson: matrix multiplication)
Identity and scalar matricesSteps 1, 2Section 3.3 (v) and (vi) (Lesson: types of matrices)
Equality of matricesStep 2Definition 2, Section 3.3.1 (Lesson: equality of matrices)
Counterexample matrices and the check valuesStep 3, CheckVerified with sympy in the site's verification script, which also tests 400 random cases of "A2=IA^2 = I exactly when (C)"
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