Mathematics, Linear Algebra, Quantum Computing, Quantum, Education.
the left image you can clearly see what we mean by preservation of orientation. The vector [-1,2] only scales by 2(its eigenvalue) under the transformation by the original matrix. But how do you find these eigenvectors and eigenvalues? For a 2-dimensional vector space, it is not very tough. The