2024-11-19

This following is a very brief summary of what happened in class on 2024-11-19.

We first recapped the general description of the rational canonical form of a linear endomorphism T:Vβ†’V of a finite-dimensional F-vector space, V. We then proceeded to outline an algorithm to compute the invariant factors of T. The main work is to compute the Smith normal form, by starting with the matrix xInβˆ’A and then proceeding to use basic row and column operations to "diagonalize" this matrix into a matrix with a very specific shape.

We spent most of the class period working through an explicit example of computing the Smith normal form (and hence invariant factors) for a given 3Γ—3 matrix, A. We noted how the invariant factors let us immediately write down the rational canonical form matrix, R, for A.

We then briefly mentioned how one can also obtain the change-of-basis matrix, P, that will conjugate A to R. The process is a bit strange, but essentially involves first computing a helper matrix, Pβ€², that encodes the F[x]-module generators for V that establish the fundamental structural isomorphism. The matrix Pβ€² contains one nonzero column vector for each invariant factor (i.e., for each summand in the decomposition), which is an F[x]-generator for the corresponding T-invariant subspace of V. To get a basis for that summand, we repeatedly apply T to that vector. See the notes linked above for the precise description.

Next time: the Jordan canonical form!

Concepts

References