Solution to a Matrix Quadratic Equation

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Discussion Overview

The discussion revolves around finding a unique nilpotent solution to the matrix quadratic equation ##X^2 + 2X = A##, where ##A## is a complex nilpotent matrix. Participants explore various approaches to express the solution in terms of ##A##, including polynomial expressions and matrix square roots.

Discussion Character

  • Technical explanation
  • Mathematical reasoning
  • Debate/contested

Main Points Raised

  • One participant suggests expressing the solution as ##X = (A + E)^{1/2} - E##, but expresses uncertainty about the existence of a matrix square root.
  • Another participant clarifies that the solution should be expressed as a polynomial in ##A##, proposing a polynomial form ##p(A) = \sum_{r=0}^{k-1} a_r A^r##.
  • A further contribution discusses the conditions under which the polynomial solutions yield nilpotent results, indicating that the choice of coefficients affects nilpotency.
  • One participant proposes an explicit series expansion for the nilpotent solution, detailing coefficients based on the nilpotency index of ##A##.
  • There is a discussion about the implications of different choices for the coefficients ##a_0, a_1, \dots, a_{k-1}##, leading to multiple potential solutions, some of which may not be nilpotent.
  • Another participant notes that the eigenvalues of certain expressions imply non-nilpotency, reinforcing the need to identify the correct solution among the proposed forms.

Areas of Agreement / Disagreement

Participants do not reach a consensus on the uniqueness of the nilpotent solution, as multiple approaches and forms are presented, leading to differing conclusions about the conditions necessary for nilpotency.

Contextual Notes

Participants highlight the dependence on the nilpotency index of ##A## and the conditions derived from polynomial expansions, which remain unresolved in terms of their implications for the uniqueness of the solution.

Euge
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Let ##A## be a complex nilpotent ##n\times n##-matrix. Show that there is a unique nilpotent solution to the quadratic equation ##X^2 + 2X = A## in ##M_n(\mathbb{C})##, and write the solution explicitly (that is, in terms of ##A##).
 
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(X+E)^2=A+E
X=(A+E)^{1/2}-E
But I am not certain that any matrix has its "square root".
 
To be clearer, the solution should be expressed as a polynomial in ##A##.
 
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We are given that A^k = 0 for some minimal 0 &lt; k \leq n. So we need a polynomial <br /> p(A) = \sum_{r=0}^{k-1} a_rA^r such that <br /> p(A)^2 = \sum_{r=0}^{k-1} A^r \left(\sum_{s=0}^{r} a_sa_{r-s}\right) = A + I. Hence <br /> X = (a_0 - 1)I + \frac{1}{2a_0}A + \dots where a_0 = \pm 1. That gives two solutions, so we need to show that only one is nilpotent; I suspect the one with a_0 = 1 since then <br /> X^k = (\tfrac12 A + \dots)^k = \tfrac{1}{2^k} A^k + \dots = 0 whereas with a_0 = -1, <br /> X^r = (-2I + \dots)^r = (-2)^rI + \dots which does not appear to be zero for any r.
 
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anuttarasammyak said:
(X+E)^2=A+E
X=(A+E)^{1/2}-E
But I am not certain that any matrix has its "square root".
I think you can just take

\begin{align*}
X = \pm (I + A)^{1/2} - I
\end{align*}

and expand the ##(I + A)^{1/2}##. It convergences because ##A## is nilpotent.

Then you can use that the eigenvalues of ##-(I + A)^{1/2} - I## are non-zero implying it is not nilpotent. The nilpotent solution, for ##A^k=0##, is:

\begin{align*}
X & = \sum_{r=1}^{k-1} (-1)^{r-1} \dfrac{(2r)!}{(2r-1) (2^r r!)^2} A^r
\nonumber \\
& = \frac{A}{2} - \frac{A^2}{8} + \frac{A^3}{16} - \frac{5A^4}{128} + \cdots + (-1)^k \dfrac{(2k-2)!}{(2k-3) (2^{k-1} (k-1)!)^2} A^{k-1}
\end{align*}

You can check this. Say ##A^2=0##, so that ##X=a_0 I + a_1 A##, then:

\begin{align*}
(a_0 I + a_1 A)^2 + 2 (a_0 I + a_1 A) = A
\end{align*}
or
\begin{align*}
(a_0^2+2a_0) I + 2 a_1 (a_0 + 1) A = A
\end{align*}
so that
\begin{align*}
(a_0^2+2a_0) =0 , \quad 2 a_1 (a_0 + 1) = 1 .
\end{align*}
Implying ##a_0=-2 , a_1= -\frac{1}{2}## or ##a_0=0 , a_1= \frac{1}{2}##.

Say ##A^3=0##, so that ##X=a_0 I + a_1 A + a_2 A^2##, then:

\begin{align*}
(a_0 I + a_1 A + a_2 A^2)^2 + 2 (a_0 I + a_1 A + a_2 A^3) = A
\end{align*}
or
\begin{align*}
(a_0^2+2a_0) I + 2 a_1 (a_0 + 1) A + (a_1^2 + 2a_0 a_2 + 2 a_2) A^2 = A
\end{align*}
so that
\begin{align*}
(a_0^2+2a_0) =0 , \quad 2 a_1 (a_0 + 1) = 1 , \quad a_1^2 + 2a_0 a_2 + 2 a_2= 0 .
\end{align*}
Implying ##a_0=-2 , a_1= -\frac{1}{2} , a_2 = \frac{1}{8}## or ##a_0=0 , a_1= \frac{1}{2} , a_2 = -\frac{1}{8}##.

The conditions you get on ##a_0,a_1, \dots, a_{k-1}## are the same conditions you would get by plugging ##\alpha = \sum_{r=0}^\infty a_r x^r## into

\begin{align*}
\alpha^2 + 2 \alpha = x
\end{align*}

and considering terms of powers up to ##x^{k-1}## on the LHS. This is why the approach of plugging ##X=\sum_{r=0}^{k-1} a_r A^r## into ##X^2 + 2X = A## will give the same answer as expanding ##\pm (I + A)^{1/2} - I##.
 
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