Orthogonality Principle for LS solution

Geometric condition for a Least-Squares Solutions: \(e=y-Ax\perp\mathcal{R}(A)\)

Geometric condition for a Minimum Norm LS Solution: \(x\in\mathcal{N}(A)^\perp\)