Question:hard

If the eigenvalue \(\lambda\) of a matrix \(M\) has algebraic multiplicity 3 and geometric multiplicity 2, then which one of the following options is true?

Show Hint

Compare the geometric multiplicity with the algebraic multiplicity to test diagonalizability.
Updated On: Jul 3, 2026
  • \(M\) is diagonalizable
  • The characteristic polynomial of \(M\) has degree 3
  • The eigenspace associated with \(\lambda\) has dimension 3
  • \(M\) is not diagonalizable
Show Solution

The Correct Option is D

Solution and Explanation

Using the Jordan canonical form gives a second way to see this. Since the algebraic multiplicity of $\lambda$ is 3, the sizes of all Jordan blocks belonging to $\lambda$ add up to 3. Since the geometric multiplicity is 2, the number of Jordan blocks belonging to $\lambda$ is exactly 2 (the number of blocks always equals the geometric multiplicity). Two block sizes that are positive integers and add up to 3 must be $1$ and $2$ (three blocks of size 1 would instead give geometric multiplicity 3). So the Jordan structure for $\lambda$ consists of one $1\times1$ block and one $2\times2$ block. A matrix is diagonalizable exactly when every Jordan block has size 1, that is, the Jordan form itself is a diagonal matrix. Since a $2\times2$ block is present here, the Jordan form of $M$ is not diagonal, so $M$ is not similar to any diagonal matrix. \[\boxed{M \text{ is not diagonalizable}}\]
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