Skip to content

Matrix Similarity#

Definition: Matrix Similarity

Two square matrices \(A, B \in F^{n \times n}\) are similar if there is an invertible matrix \(P \in F^{n \times n}\) such that

\[B = P^{-1} A P.\]

Theorem: Similarity \(\implies\) Equal Determinants

If two square matrices are similar, then they have the same determinant.

Proof

TODO

Theorem: Similarity \(\implies\) Equal Trace

If two square matrices are similar, then they have the same trace.

Proof

TODO

Theorem: Similarity \(\implies\) Eigenvalues

If two square matrices are similar, then they have the same eigenvalues. Furthermore, the algebraic multiplicity and geometric multiplicity of each eigenvalue are the same for both square matrices.

Proof

TODO