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Linear Algebra

GATE CSE 2017 Set 2 · Q52

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If the characteristic polynomial of a 3×33 \times 3 matrix MM over R\mathbb{R} (the set of real numbers) is λ3−4λ2+aλ+30\lambda^3 - 4\lambda^2 + a\lambda + 30, a∈Ra \in \mathbb{R}, and one eigenvalue of MM is 2, then the largest among the absolute values of the eigenvalues of MM is _________.

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Official answer: 5 (±0)

Linear Algebra

Given the characteristic equation:

λ3−4λ2+aλ+30=0\lambda^3 - 4\lambda^2 + a\lambda + 30 = 0

Since λ=2\lambda = 2 is an eigenvalue, it satisfies the characteristic equation:

23−4(2)2+a(2)+30=02^3 - 4(2)^2 + a(2) + 30 = 0
8−16+2a+30=08 - 16 + 2a + 30 = 0
2a+22=0  ⟹  a=−112a + 22 = 0 \implies a = -11

Substituting a=−11a = -11 into the polynomial:

λ3−4λ2−11λ+30=0\lambda^3 - 4\lambda^2 - 11\lambda + 30 = 0

Factoring out (λ−2)(\lambda - 2):

(λ−2)(λ2−2λ−15)=0(\lambda - 2)(\lambda^2 - 2\lambda - 15) = 0
(λ−2)(λ−5)(λ+3)=0(\lambda - 2)(\lambda - 5)(\lambda + 3) = 0

Thus, the eigenvalues of MM are λ1=2\lambda_1 = 2, λ2=5\lambda_2 = 5, and λ3=−3\lambda_3 = -3.

The absolute values of the eigenvalues are ∣2∣=2|2| = 2, ∣5∣=5|5| = 5, and ∣−3∣=3|-3| = 3.

The largest among the absolute values is 5.

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This Linear Algebra previous year question is Q52 of the GATE CSE 2017 Set 2 paper. Find more GATE CSE PYQs on Linear Algebra in Engineering Mathematics, or browse all GATE CSE PYQs.

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Linear Algebra in GATE CSE

Linear Algebra has 46 GATE CSE PYQs across 26 papers from 2011 to 2026. 4 of them are 2-mark NAT questions like this one, and GATE CSE 2017 Set 2 has 2.

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GateAI solution cardGATE CSE 2017 Set 2 · Q52 · NAT

If the characteristic polynomial of a 3 × 3 matrix M over R (the set of real numbers) is 3 - 4 2 + a + 30, a ∈ R, and one eigenvalue of M is 2, then the largest among the absolute values of the eigenvalues of M is …

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