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Linear Algebra

GATE CSE 2026 Set 1 · Q13

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Time

For n>1n > 1, the maximum multiplicity of any eigenvalue of an n×nn \times n matrix with elements from R\mathbb{R} is

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Official answer: A) n

Linear Algebra

For an n×nn \times n matrix AA, the characteristic polynomial det⁡(A−λI)=0\det(A - \lambda I) = 0 is of degree nn.

By the Fundamental Theorem of Algebra, a polynomial of degree nn has at most nn roots (counting multiplicities). Therefore, the algebraic multiplicity of any single eigenvalue can be at most nn.

For example, the n×nn \times n identity matrix InI_n has a single eigenvalue λ=1\lambda = 1 with algebraic and geometric multiplicity equal to nn.

Hence, the maximum multiplicity is nn, which corresponds to Option (A).

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This Linear Algebra previous year question is Q13 of the GATE CSE 2026 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. 13 of them are 1-mark MCQs like this one, and GATE CSE 2026 Set 1 has 2.

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GateAI solution cardGATE CSE 2026 Set 1 · Q13 · MCQ

For n > 1, the maximum multiplicity of any eigenvalue of an n × n matrix with elements from R is

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