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GATE 2022 ST – Question 48

Matrix Theory · Eigenvalues and Matrix Decompositions · 2 marks · Multiple select

A real 3×2 matrix M has SVD M=USVᵀ,where U,V are orthogonal and S=[[√3,0,0],[0,1,0]]ᵀ. Which hold?

  1. rank M=1
  2. tr(MᵀM)=4
  3. The largest singular value of (MᵀM)⁻¹Mᵀ is 1.
  4. nullity M=1

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Show answer and explanation

Correct answer: (B) tr(MᵀM)=4; (C) The largest singular value of (MᵀM)⁻¹Mᵀ is 1.

Explanation

The two singular values of M are √3 and 1,both nonzero,so rank=2 and nullity=0. The Gram eigenvalues are 3 and 1,giving trace 4. Its left inverse has singular values 1/√3 and 1,so the largest is 1. **B,C**. The source misprints this question number as Q.38;its position and official key identify it as Q48.

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