Problem of the Week #93 - March 10th, 2014

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SUMMARY

The discussion focuses on the proof that one-parameter groups in the special linear group $SL_n$ are represented by the homomorphisms $t \to e^{tA}$, where $A$ is a real $n \times n$ matrix with a trace of zero. The lemma established states that for any square matrix $A$, the equation $\exp(\mathrm{tr}\,A) = \det \exp(A)$ holds true. The proof demonstrates that if $\mathrm{tr}\,A = 0$, then $\det\exp(tA) = 1$ for all $t$, confirming that $\exp(tA)$ forms a one-parameter group in $SL_n$. Conversely, if $\det\exp(t A) = 1$ for all $t$, it necessitates that $\mathrm{tr}\,A = 0$.

PREREQUISITES
  • Understanding of one-parameter groups in Lie groups
  • Knowledge of matrix exponentiation and its properties
  • Familiarity with the special linear group $SL_n$
  • Basic concepts of eigenvalues and eigenvectors
NEXT STEPS
  • Study the properties of matrix exponentiation in detail
  • Explore the structure and applications of the special linear group $SL_n$
  • Learn about Lie groups and their representations
  • Investigate the relationship between trace and determinant in linear algebra
USEFUL FOR

Mathematicians, particularly those specializing in linear algebra, representation theory, and differential geometry, will benefit from this discussion. It is also relevant for students studying advanced topics in algebra and group theory.

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

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Problem
: Show that the one-parameter groups in $SL_n$ are the homomorphisms $t\to e^{tA}$, where $A$ is a real $n\times n$ matrix whose trace is zero.

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

[sp]We begin with a lemma.

Lemma: For any square matrix $A$, $\exp(\mathrm{tr}\,A)=\det \exp(A)$

Proof of Lemma: If $\mathbf{x}$ is an eigenvector of $A$ with eigenvalue $\lambda$, then it is also an eigenvector of $\exp(A)$ with eigenvalue $\exp(\lambda)$. So, if $\lambda_1,\ldots,\lambda_n$ are eigenvalues of $A$, then the eigenvalues of $\exp(A)$ are $\exp(\lambda_i)$. The trace of $A$ is the sum $\lambda_1+\ldots+\lambda_n$, and the determinant of $\exp(A)$ is the product $\exp(\lambda_1)\cdot\ldots\cdot\exp(\lambda_n)$. Therefore, $\exp(\mathrm{tr}\,A) = \exp(\lambda_1+\ldots+\lambda_n) = \exp(\lambda_1)\cdot\ldots\cdot\exp(\lambda_n) = \det \exp(A)$.$\hspace{0.25in}\blacksquare$

We now go ahead and prove the main result.

Proof: The lemma shows that if $\mathrm{tr}\,A=0$, then $\det\exp(tA) = \exp(t\,\mathrm{tr}\,A) = \exp(0) = 1$ for all $t$, so $\exp(tA)$ is a one-parameter group in $SL_n$. Conversely, if $\det\exp(t A)=1$ for all $t$, the derivative of $\exp(t\,\mathrm{tr}\,A)$, evaluated at $t=0$, is zero. But $\left.\dfrac{d}{dt}\right|_{t=0}\exp(t\,\mathrm{tr}\,A)=\mathrm{tr}\, A$ and thus we have $\mathrm{tr}\,A = 0$. $\hspace{.25in}\blacksquare$[/sp]
 

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