Question Bank • QB_EM_LA_009 MCQ • 1 Mark

Section 1: Engineering Mathematics

Linear Algebra

Subtopic: Cayley–Hamilton theorem

Question Statement:

The Cayley–Hamilton theorem asserts that every square matrix satisfies its own:

Options:

  • (A) Characteristic equation
  • (B) Minimal polynomial only if symmetric
  • (C) Diagonal Jordan form
  • (D) Determinantal inverse

Answer Key:

A

Step-by-Step Solution & Explanation

The Cayley–Hamilton theorem states that if $p(\lambda) = \det(A - \lambda I) = 0$ is the characteristic equation of an $n \times n$ matrix $A$, then substituting matrix $A$ into $p$ yields $p(A) = 0$, the zero matrix. Thus, every square matrix satisfies its own characteristic equation.
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