The rank of A equals the volume of non-zero singular values, that is the same as the amount of non-zero diagonal factors in Σ within the singular benefit decomposition A = U Σ V ∗ displaystyle A=USigma V^ * This can be shown by proving equality in their null spaces. https://zakabet.com/