Any square matrix A of size d × d can be considered a linear operator, which maps the d-dimensional column vector \(\vec {x}\) to the d-dimensional vector \(A \vec {x}\) . A linear transformation \(A \vec {x}\) is a combination of operations such as rotations, reflections, and scalings of a vector \(\vec {x}\) .