Problem of the Week #114 - August 4th, 2014 Solution

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SUMMARY

The discussion centers on the computation of the characteristic polynomial and minimal polynomial of the permutation matrix \( g \) defined as \( g=\begin{pmatrix}0 & 1 & 0 & 0\\ 0 & 0 & 1 & 0\\ 0 & 0 & 0 & 1\\ 1 & 0 & 0 & 0 \end{pmatrix} \). The characteristic polynomial is determined to be \( P_{\text{char}}^g = x^4 - 1 \). For the minimal polynomial, the results are \( P_{\min}^g = (x-1)^4 \) in \( K=\mathbb{F}_2 \), and \( P_{\min}^g = x^4 - 1 \) in both \( K=\mathbb{F}_3 \) and \( K=\mathbb{F}_5 \). The factors of the characteristic polynomial in \( K=\mathbb{F}_3 \) and \( K=\mathbb{F}_5 \) are coprime, confirming the minimal polynomial in those fields.

PREREQUISITES
  • Understanding of permutation matrices
  • Knowledge of characteristic and minimal polynomials
  • Familiarity with finite fields, specifically \( \mathbb{F}_2 \), \( \mathbb{F}_3 \), and \( \mathbb{F}_5 \)
  • Ability to compute determinants and polynomial factorization
NEXT STEPS
  • Study the properties of permutation matrices in linear algebra
  • Learn about the computation of characteristic and minimal polynomials for various matrix types
  • Explore finite field theory, focusing on polynomial arithmetic in \( \mathbb{F}_p \)
  • Investigate the rational canonical form and its implications for matrix representations
USEFUL FOR

Mathematicians, students of linear algebra, and anyone interested in the properties of matrices and finite fields will benefit from this discussion.

Chris L T521
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Here's this week's problem!

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Problem
: Let $g\in GL_4(K)$ be the permutation matrix
\[g=\begin{pmatrix}0 & 1 & 0 & 0\\ 0 & 0 & 1 & 0\\ 0 & 0 & 0 & 1\\ 1 & 0 & 0 & 0 \end{pmatrix}.\]
Compute the characteristic polynomial $P_{\text{char}}^g$. Compute the minimal polynomial $P_{\text{min}}^g$ when $K=\mathbb{F}_2$, when $K=\mathbb{F}_3$, and when $K=\mathbb{F}_5$.

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No one answered this week's problem. You can find my solution below.

[sp]The characteristic polynomial is\[\begin{aligned}P_{\text{char}}^g &= \det(x\cdot\mathbf{1}-\phi)\\ &=\begin{vmatrix}x & -1 & 0 & 0\\ 0 & x & -1 & 0\\ 0 & 0 & x & -1\\ -1 & 0 & 0 & x\end{vmatrix}\\ &=x^4-(-1)(-1)\\ &=x^4-1.\end{aligned}\]
(One could have also determined this right away since $g$ is already in rational canonical form.) Now, in $K=\mathbb{F}_2$, $x^4-1 = (x^2+1)(x^2-1)=(x+1)^4$; in $K=\mathbb{F}_3$, $x^4-1=(x+1)(x+2)(x^2+1)$; and in $K=\mathbb{F}_5$, $x^4-1=(x+1)(x+2)(x+3)(x+4)$.
It is clear that the factors of $x^4-1$ in the cases of $K=\mathbb{F}_3$ and $K=\mathbb{F}_5$ are coprime to each other. Thus, it follows in these two cases that $P_{\min}^g = x^4-1$. In the case of $K=\mathbb{F}_2$, $P_{\min}^g$ will be the smallest polynomial that annihilates the map $(x,y,z,w)\mapsto (w,x,y,z)$ (based off of the permutation matrix given in the problem). $P_{\min}^g\neq x-1$ since in $\mathbb{F}_2$,
\[\begin{aligned} {[\phi-1]} (x,y,z,w) &= (w,x,y,z)-(x,y,z,w)\\ &= (w+x,x+y,y+z,z+w)\neq 0.\end{aligned}\]
Similarly, $P_{\min}^g\neq (x-1)^2$ since in $\mathbb{F}_2$,
\[\begin{aligned} {[(\phi-1)^2]} (x,y,z,w) &= {[\phi-1]} (w+x,x+y,y+z,z+w)\\ &= (z+x,w+y,x+z,y+w)\neq 0\end{aligned}\]
and $P_{\min}^g\neq (x-1)^3$ since in $\mathbb{F}_2$,
\[\begin{aligned} {[(\phi-1)^3]} (x,y,z,w) &= {[\phi-1]} (z+x,w+y,x+z,y+w)\\ &= (y+z+w+x,y+z+w+x,y+z+w+x,y+z+w+x)\neq0.\end{aligned}\]
However, $P_{\min}^g=(x-1)^4 = x^4-1=x^4+1$ in $\mathbb{F}_2$ since
\[\begin{aligned} {[(\phi-1)^4]} (x,y,z,w) &= {[\phi-1]} (y+z+w+x,y+z+w+x,y+z+w+x,y+z+w+x)\\ &= (0,0,0,0).\end{aligned}\]
Therefore, $P_{\min}^g=x^4-1=x^4+1$ in $\mathbb{F}_2$, $P_{\min}^g=x^4-1=x^4+2$ in $\mathbb{F}_3$ and $P_{\min}^g=x^4-1=x^4+4$ in $\mathbb{F}_5$.$\hspace{.25in}\clubsuit$[/sp]
 

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