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Problems related to linear transformations, including finding the elementary divisors, jordan canonical form, and a basis for the transformation matrix. Additionally, it covers the relationship between the minimal polynomial and the characteristic polynomial, as well as the similarity of matrices based on their minimal and characteristic polynomials.
Typology: Assignments
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T (u) = u − v T (v) = u + 3v T (w) = −u − 4 v − w.
(a) Find the elementary divisors of T. (b) Find the Jordan canonical form of T. (c) Find a basis v 1 , v 2 , v 3 , of V , such that the matrix of T in this basis is the Jordan canonical form of T.
(a) Let A be a matrix, whose elementary divisors are
{p 1 (x)e^1 ,^1 ,... , p 1 (x)e^1 ,k^1 ; p 2 (x)e^2 ,^1 ,... , p 2 (x)e^2 ,k^2 ,... , pr(x)er,^1 ,... , pr(x)er,kr^ },
where pi(x), 1 ≤ i ≤ r are distinct prime polynomials, and ei,j are positive integers. Prove that the minimal polynomial of A is
m(x) = p 1 (x)e^1 · p 2 (x)e^2 · · · pr(x)er^ , (1)
where ei = max{ei, 1 ,... , ei,ki }. Hint: Let f (x) be the polynomial on the right hand side of (1). Prove that f (A) = 0. Prove also that pi(x)ei^ divides the minimal polynomial m(x). (b) Conclude, that if the minimal polynomial m(x) of A is equal to the charac- teristic polynomial h(x), then the elementary divisors of A are determined by h(x). (See the Unique Factorization Theorem 20.18 page 171 in the text). (c) Let A and B be two 2 × 2 matrices with entries in a field F. Show that A and B are similar, if and only if they have the same minimal polynomial. (d) Let A and B be two 3 × 3 matrices with entries in a field F. Show that A and B are similar, if and only if they have the same characteristic polynomial h(x) and the same minimal polynomial m(x). (e) Give an example of two 4 × 4 matrices A and B, which are not similar, but which have the same characteristic polynomial h(x) and the same minimal polynomial m(x).