Trace of an idempotent equals its rank

ID: trace-of-an-idempotent-equals-its-rank

For a finite-dimensional real or complex linear projection , every vector splits as in the image of a linear map and the kernel of a linear map, respectively. Their intersection is zero, so a basis adapted to this direct sum represents as . Its trace and rank both equal . In particular, a projection's determinant is zero unless it is the identity. Hermiticity is unnecessary for this algebraic identity; a Hermitian matrix projection is additionally orthogonal.

New to topics? Read the docs here!