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Linear Algebra

GATE CSE 2016 Set 2 · Q4

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Consider the systems, each consisting of mm linear equations in nn variables. I. If m<nm < n, then all such systems have a solution II. If m>nm > n, then none of these systems has a solution III. If m=nm = n, then there exists a system which has a solution Which one of the following is CORRECT?

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Official answer: C) Only III is true

Linear Algebra

Let us analyze each statement for a system of linear equations Ax=bAx = b with mm equations and nn variables:

  • Statement I is False: If m<nm < n (underdetermined system), the system is not guaranteed to have a solution. For example, the system consisting of x1+x2+x3=1x_1 + x_2 + x_3 = 1 and x1+x2+x3=2x_1 + x_2 + x_3 = 2 has m=2m = 2 and n=3n = 3, but has no solution because the equations are contradictory (inconsistent).

  • Statement II is False: If m>nm > n (overdetermined system), a system can still have a solution. For instance, any homogeneous system Ax=0Ax = 0 with m>nm > n always has the trivial solution x=0x = 0.

  • Statement III is True: If m=nm = n, there exists a system that has a solution (in fact, if det⁡(A)≠0\det(A) \neq 0, it has a unique solution, e.g., Inx=bI_n x = b).

Therefore, only statement III is true, making (C) the correct option.

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This Linear Algebra previous year question is Q4 of the GATE CSE 2016 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. 13 of them are 1-mark MCQs like this one, and GATE CSE 2016 Set 2 has 2.

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GateAI solution cardGATE CSE 2016 Set 2 · Q4 · MCQ

Consider the systems, each consisting of m linear equations in n variables. I. If m n, then none of these systems has a solution III. If m = n, then there exists a system which has a solution Which one of the following is CORRECT?

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Independent practice explanation verified by the GateAI team. GATE is conducted by the IITs; question text follows the official paper.