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GATE 2024 MA – Question 20

Linear Algebra · Eigenvalues and Canonical Forms · 1 mark · Multiple choice

A is a complex normal matrix. I: real eigenvalues imply A is Hermitian. II: unit-modulus eigenvalues imply A is unitary. Choose truth values.

  1. Both I and II true
  2. I true, II false
  3. I false, II true
  4. Both false

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Correct answer: (A) Both I and II true

Explanation

The spectral theorem gives A=UDU* with U unitary. Real diagonal D satisfies D*=D, making A Hermitian. If |D_jj|=1, then D*D=I and A*A=I, making A unitary. **Both true, A**.

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