What is the minimal polynomial for T and A?

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SUMMARY

The minimal polynomial for the linear operator T defined by T(B) = AB, where A is an n x n matrix, is identical to the minimal polynomial of the matrix A itself. This conclusion is established by recognizing that T is represented by the matrix A in the standard basis of the vector space of n x n matrices. Understanding the minimal polynomial in this context is crucial for solving linear algebra problems involving operators and matrices.

PREREQUISITES
  • Understanding of linear operators and their representations.
  • Familiarity with minimal polynomials in linear algebra.
  • Knowledge of vector spaces, specifically the space of n x n matrices.
  • Proficiency in matrix notation and operations.
NEXT STEPS
  • Study the properties of minimal polynomials in linear algebra.
  • Learn about linear operators and their matrix representations.
  • Explore the standard basis for vector spaces, particularly for matrices.
  • Investigate examples of minimal polynomials for specific matrices.
USEFUL FOR

Students of linear algebra, mathematicians focusing on matrix theory, and educators teaching abstract algebra concepts will benefit from this discussion.

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Homework Statement



Let V be the vector space of n x n matrices over the field F. Fix [tex]A \in V[/tex]. Let T be the linear operator on V defined by T(B) = AB, for all [tex]B \in V[/tex].

a). Show that the minimal polynomial for T equals the minimal polynomial for A.
b) Find the matrix of T with respect the the standard basis of V. i.e. the basis [tex]\left\{E_{ij} \right| 1 \leq i,j \leq n[/tex]}, where [tex]E_{ij}[/tex] is the matrix having 1 in the (i,j)th entry and zeros everywhere else.

Homework Equations



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The Attempt at a Solution



I know that the operator T is represented in some ordered basis by the matrix A, then T and A have the same minimal polynomial. The problem I'm running into is that I'm having a really hard time understanding abstract linear algebra, so this is all very very confusing to me and I'm not quite sure where to even start on this problem...
 
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