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Linear Algebra

GATE CSE 2017 Set 1 · Q3

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Let c1,…,cnc_1, \ldots, c_n be scalars, not all zero, such that ∑i=1nciai=0\sum_{i=1}^n c_i a_i = 0 where aia_i are column vectors in Rn\mathbf{R}^n. Consider the set of linear equations Ax=bAx = b where A=[a1,…,an]A = [a_1, \ldots, a_n] and b=∑i=1naib = \sum_{i=1}^n a_i. The set of equations has

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Official answer: C) infinitely many solutions

Linear Algebra
  1. Since there exist scalars c1,…,cnc_1, \ldots, c_n, not all zero, such that ∑i=1nciai=0\sum_{i=1}^n c_i a_i = 0, the column vectors a1,…,ana_1, \ldots, a_n of the n×nn \times n matrix AA are linearly dependent.

  2. Linear dependence implies that rank(A)<n\text{rank}(A) < n, so the homogeneous equation Ax=0Ax = 0 has non-trivial solutions (the nullity of AA is at least 11, with vector c=[c1,…,cn]T≠0c = [c_1, \ldots, c_n]^T \neq 0 satisfying Ac=0Ac = 0).

  3. The vector bb is given by:

    b=∑i=1nai=AJnb = \sum_{i=1}^n a_i = A J_n

    where Jn=[1,1,…,1]TJ_n = [1, 1, \ldots, 1]^T. This shows that x=Jnx = J_n is a particular solution to Ax=bAx = b, meaning the system is consistent.

  4. Since the system Ax=bAx = b is consistent and rank(A)<n\text{rank}(A) < n, it must have infinitely many solutions of the form x=Jn+kcx = J_n + k c for any scalar k∈Rk \in \mathbb{R}.

Hence, the correct option is (C).

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This Linear Algebra previous year question is Q3 of the GATE CSE 2017 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 2017 Set 1 has 3.

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GateAI solution cardGATE CSE 2017 Set 1 · Q3 · MCQ

Let c1, , cn be scalars, not all zero, such that Σi=1n ci ai = 0 where ai are column vectors in Rn. Consider the set of linear equations Ax = b where A = [a1, , an] and b = Σi=1n ai. The set of equations has

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