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GATE 2020 MA – Question 22

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

A real $5\times5$ matrix M has characteristic polynomial p(x) = det(xI − M). Which is true?

  1. $p(0)=\det M$
  2. Every eigenvalue is real if p(1)+p(2)=0=p(2)+p(3).
  3. If M is invertible, M⁻¹ is a polynomial in M of degree 4.
  4. M is not invertible if $M^2-2M=0$.

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Show answer and explanation

Correct answer: (C) If M is invertible, M⁻¹ is a polynomial in M of degree 4.

Explanation

By Cayley–Hamilton, $M^5+a_4M^4+\cdots+a_1M+a_0I=0$. If M is invertible, a₀ ≠ 0 and multiplication by M⁻¹ expresses $M^{-1}=-(M^4+a_4M^3+\cdots+a_1I)/a_0$, proving C. Since dimension is odd, p(0) = −det M. The matrix 2I contradicts D. The two scalar relations in B do not force all characteristic roots to be real.

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