Mathematics, Education, Journey, Linear Algebra, College.
eigenvector, and the right-hand side of the equation represents that same eigenvector being scaled. The fact that they’re equal tells us that the eigenvector doesn't change direction after being altered, only scaled. We can then manipulate the equation. Note that I represents the identity matrix,