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Exercise 22

Avg difficulty 3.0
  • Prove that for any 2 ⁣× ⁣22\!\times\!2 matrix TT there are scalars c0,…,c4c_{0},\dots,c_{4} that are not all 00 such that the combination c4T4+c3T3+c2T2+c1T+c0Ic_{4}T^{4}+c_{3}T^{3}+c_{2}T^{2}+c_{1}T+c_{0}I is the zero matrix (where II is the 2 ⁣× ⁣22\!\times\!2 identity matrix, with 11’s in its 1,11,1 and 2,22,2 entries and zeroes elsewhere; see Exercise 21).

  • Let p(x)p(x) be a polynomial p(x)=cnxn+⋯+c1x+c0p(x)=c_{n}x^{n}+\dots+c_{1}x+c_{0}. If TT is a square matrix we define p(T)p(T) to be the matrix cnTn+⋯+c1T+c0Ic_{n}T^{n}+\dots+c_{1}T+c_{0}I (where II is the appropriately-sized identity matrix). Prove that for any square matrix there is a polynomial such that p(T)p(T) is the zero matrix.

  • The minimal polynomial m(x)m(x) of a square matrix is the polynomial of least degree, and with leading coefficient 11, such that m(T)m(T) is the zero matrix. Find the minimal polynomial of this matrix.

    (3/2−1/21/23/2)\begin{pmatrix}\sqrt{3}/2&-1/2\\ 1/2&\sqrt{3}/2\end{pmatrix}

    (This is the representation with respect to E2,E2{\cal E}_{2},{\cal E}_{2}, the standard basis, of a rotation through π/6\pi/6 radians counterclockwise.)

Hefferon, Linear Algebra, Maps Between Spaces, Matrix Multiplication, Exercise 22

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Adapted from Linear Algebra © 2016 Jim Hefferon. Licensed under CC BY-SA 3.0 US. Source: Linear Algebra. Imported at revision df2262e.