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Linear Algebra

GATE CSE 2015 Set 1 · Q36

MCQ2 marksEasy

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Consider the following 2×22 \times 2 matrix AA where two elements are unknown and are marked by aa and bb. The eigenvalues of this matrix are -1 and 7. What are the values of aa and bb? A=(14ba)A = \begin{pmatrix} 1 & 4 \\ b & a \end{pmatrix}

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Official answer: D) a = 5, b = 3

Linear Algebra

Let the given matrix be:

A=(14ba)A = \begin{pmatrix} 1 & 4 \\ b & a \end{pmatrix}

The eigenvalues are given as λ1=−1\lambda_1 = -1 and λ2=7\lambda_2 = 7.

  1. Sum of Eigenvalues equals the Trace of the matrix:

    Trace⁡(A)=1+a\operatorname{Trace}(A) = 1 + a
    λ1+λ2=−1+7=6\lambda_1 + \lambda_2 = -1 + 7 = 6
    1+a=6  ⟹  a=51 + a = 6 \implies a = 5
  2. Product of Eigenvalues equals the Determinant of the matrix:

    det⁡(A)=1⋅a−4⋅b=a−4b\det(A) = 1 \cdot a - 4 \cdot b = a - 4b
    λ1⋅λ2=(−1)⋅7=−7\lambda_1 \cdot \lambda_2 = (-1) \cdot 7 = -7

    Substitute a=5a = 5:

    5−4b=−7  ⟹  4b=12  ⟹  b=35 - 4b = -7 \implies 4b = 12 \implies b = 3

Thus, a=5a = 5 and b=3b = 3, which corresponds to option D [21].

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This Linear Algebra previous year question is Q36 of the GATE CSE 2015 Set 1 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. 10 of them are 2-mark MCQs like this one, and GATE CSE 2015 Set 1 has 2.

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GateAI solution cardGATE CSE 2015 Set 1 · Q36 · MCQ

Consider the following 2 × 2 matrix A where two elements are unknown and are marked by a and b. The eigenvalues of this matrix are -1 and 7. What are the values of a and b? A = 1 & 4 b & a

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