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Probability and Statistics

GATE CSE 2025 Set 2 · Q64

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A quadratic polynomial (x−α)(x−β)(x - \alpha)(x - \beta) over complex numbers is said to be square invariant if (x−α)(x−β)=(x−α2)(x−β2)(x - \alpha)(x - \beta) = (x - \alpha^2)(x - \beta^2). Suppose from the set of all square invariant quadratic polynomials we choose one at random. The probability that the roots of the chosen polynomial are equal is ________. (rounded off to one decimal place)

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Official answer: 0.5

Probability and Statistics

A monic quadratic polynomial is uniquely determined by the multiset of its roots. The condition:

(x−α)(x−β)=(x−α2)(x−β2)(x - \alpha)(x - \beta) = (x - \alpha^2)(x - \beta^2)

means that the multiset of roots {α,β}\{\alpha, \beta\} must equal the multiset {α2,β2}\{\alpha^2, \beta^2\}.

There are two cases for multiset equality:

  1. Case 1: α=α2\alpha = \alpha^2 and β=β2\beta = \beta^2

    • The solutions to z=z2z = z^2 are z∈{0,1}z \in \{0, 1\}.

    • Possible unordered root pairs (and the corresponding distinct polynomials):

      • {α,β}={0,0}  ⟹  P1(x)=x2\{\alpha, \beta\} = \{0, 0\} \implies P_1(x) = x^2 (roots are equal)

      • {α,β}={1,1}  ⟹  P2(x)=(x−1)2\{\alpha, \beta\} = \{1, 1\} \implies P_2(x) = (x-1)^2 (roots are equal)

      • {α,β}={0,1}  ⟹  P3(x)=x(x−1)=x2−x\{\alpha, \beta\} = \{0, 1\} \implies P_3(x) = x(x-1) = x^2 - x (roots are distinct)

  2. Case 2: α=β2\alpha = \beta^2 and β=α2\beta = \alpha^2

    • Substituting gives α=(α2)2=α4  ⟹  α(α3−1)=0\alpha = (\alpha^2)^2 = \alpha^4 \implies \alpha(\alpha^3 - 1) = 0.

    • The solutions are α∈{0,1,ω,ω2}\alpha \in \{0, 1, \omega, \omega^2\}, where ω,ω2\omega, \omega^2 are the non-real cube roots of unity (ei2π/3e^{i 2\pi/3} and ei4π/3e^{i 4\pi/3}).

    • For α=ω\alpha = \omega, we have β=ω2\beta = \omega^2, giving:

      • {α,β}={ω,ω2}  ⟹  P4(x)=(x−ω)(x−ω2)=x2+x+1\{\alpha, \beta\} = \{\omega, \omega^2\} \implies P_4(x) = (x-\omega)(x-\omega^2) = x^2 + x + 1 (roots are distinct)

    • The cases α=0\alpha = 0 and α=1\alpha = 1 give polynomials already accounted for in Case 1.

Thus, there are a total of 4 distinct square-invariant quadratic polynomials:

  1. P1(x)=x2P_1(x) = x^2 (equal roots: 0,00, 0)

  2. P2(x)=(x−1)2P_2(x) = (x-1)^2 (equal roots: 1,11, 1)

  3. P3(x)=x2−xP_3(x) = x^2 - x (distinct roots: 0,10, 1)

  4. P4(x)=x2+x+1P_4(x) = x^2 + x + 1 (distinct roots: ω,ω2\omega, \omega^2)

Among these 4 polynomials, exactly 2 have equal roots (P1P_1 and P2P_2).

Probability=24=0.5\text{Probability} = \frac{2}{4} = 0.5

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This Probability and Statistics previous year question is Q64 of the GATE CSE 2025 Set 2 paper. Find more GATE CSE PYQs on Probability and Statistics in Engineering Mathematics, or browse all GATE CSE PYQs.

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A quadratic polynomial (x - )(x - ) over complex numbers is said to be square invariant if (x - )(x - ) = (x - 2)(x - 2). Suppose from the set of all square invariant quadratic polynomials we choose one at random. The probability that the roots of the chosen polynomial are equal is … (rounded off to one decimal place)

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