Linear Transformations: Elementary Divisors, Jordan Form, and Minimal Polynomial, Assignments of Mathematics

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.

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Pre 2010

Uploaded on 08/19/2009

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Additional problems for section 25
1. Let Tbe a linear transformation on a vector space Vover the complex number
field Cwith a basis {u, v, w }, such that
T(u) = uv
T(v) = u+ 3v
T(w) = u4vw.
(a) Find the elementary divisors of T.
(b) Find the Jordan canonical form of T.
(c) Find a basis v1,v2,v3, of V, such that the matrix of Tin this basis is the
Jordan canonical form of T.
2. Continuation of Problem 8 from section 25 page 226
(a) Let Abe a matrix, whose elementary divisors are
{p1(x)e1,1,...,p1(x)e1,k1;p2(x)e2,1,...,p2(x)e2,k2,...,pr(x)er,1, . . . , pr(x)er,kr},
where pi(x), 1 irare distinct prime polynomials, and ei,j are positive
integers. Prove that the minimal polynomial of Ais
m(x) = p1(x)e1·p2(x)e2···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)eidivides the
minimal polynomial m(x).
(b) Conclude, that if the minimal polynomial m(x) of Ais equal to the charac-
teristic polynomial h(x), then the elementary divisors of Aare determined by
h(x). (See the Unique Factorization Theorem 20.18 page 171 in the text).
(c) Let Aand Bbe two 2 ×2 matrices with entries in a field F. Show that A
and Bare similar, if and only if they have the same minimal polynomial.
(d) Let Aand Bbe two 3 ×3 matrices with entries in a field F. Show that A
and Bare 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 Aand B, which are not similar, but
which have the same characteristic polynomial h(x) and the same minimal
polynomial m(x).
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Additional problems for section 25

  1. Let T be a linear transformation on a vector space V over the complex number field C with a basis {u, v, w}, such that

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.

  1. Continuation of Problem 8 from section 25 page 226

(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).