Linear Algebra, Mathematics, Education, Learning.
says that if we have a transformation matrix T and apply it to a vector v, it is the same that multiply v by a scalar and the effect would be the same. 2d transformations do not necessarily have eigenvectors. But why are they useful? Eigenvectors and values are widely used in many fields, such as