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Linear Algebra

GATE CSE 2021 Set 2 · Q37

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For two nn-dimensional real vectors PP and QQ, the operation s(P,Q)s(P, Q) is defined as follows: s(P,Q)=∑i=1n(P[i]⋅Q[i])s(P, Q) = \sum_{i=1}^n (P[i] \cdot Q[i]) Let L\mathcal{L} be a set of 10-dimensional non-zero real vectors such that for every pair of distinct vectors P,Q∈LP, Q \in \mathcal{L}, s(P,Q)=0s(P, Q) = 0. What is the maximum cardinality possible for the set L\mathcal{L}?

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Official answer: B) 10

Linear Algebra

The operation s(P,Q)=∑i=1n(P[i]⋅Q[i])s(P, Q) = \sum_{i=1}^n (P[i] \cdot Q[i]) is the standard Euclidean dot product (inner product) in Rn\mathbb{R}^n.

The condition s(P,Q)=0s(P, Q) = 0 for every pair of distinct non-zero vectors P,Q∈LP, Q \in \mathcal{L} means that the vectors in L\mathcal{L} are mutually orthogonal.

A fundamental theorem of linear algebra states that any set of non-zero, mutually orthogonal vectors is linearly independent.

In an nn-dimensional real vector space Rn\mathbb{R}^n, the maximum number of linearly independent vectors is equal to the dimension of the space, which is nn.

Here, the vectors are 1010-dimensional (n=10n = 10). Therefore, the maximum cardinality possible for the set L\mathcal{L} is 1010.

Thus, option (B) is correct.

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This Linear Algebra previous year question is Q37 of the GATE CSE 2021 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. 10 of them are 2-mark MCQs like this one, and GATE CSE 2021 Set 2 has 2.

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GateAI solution cardGATE CSE 2021 Set 2 · Q37 · MCQ

For two n-dimensional real vectors P and Q, the operation s(P, Q) is defined as follows: s(P, Q) = Σi=1n (P[i] · Q[i]) Let L be a set of 10-dimensional non-zero real vectors such that for every pair of distinct vectors P, Q ∈ L, s(P, Q) = 0. What is the maximum cardinality possible for the set L?

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