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Math 6410 • ODE

Winter 2005 • Question 4

Linear Systems. Consider the linear initial value problem \[ \begin {aligned} \dot {x} &= Ax,\\ x(0) &= x_0, \end {aligned} \] where \(A\in \mathbb {R}^{n\times n}\) is constant, and \(x_0\in \mathbb {R}^n\) is given.

  1. Prove that the matrix exponential \(e^{At}\) exists and satisfies \(\lVert e^{At}\rVert \le e^{\lVert A\rVert t}\), where \(\lVert \cdot \rVert \) is the operator norm.
  2. Prove directly that \(x(t)=e^{At}x_0\) is the unique solution to the initial value problem above.

Raw LaTeX

\textbf{Linear Systems.}
Consider the linear initial value problem
\[
\begin{aligned}
  \dot{x} &= Ax,\\
  x(0) &= x_0,
\end{aligned}
\]
where \(A\in\R^{n\times n}\) is constant, and \(x_0\in\R^n\) is given.
\begin{enumerate}
\item[(a)] Prove that the matrix exponential \(e^{At}\) exists and satisfies
\(\lVert e^{At}\rVert\le e^{\lVert A\rVert t}\), where \(\lVert\cdot\rVert\) is the operator
norm.
\item[(b)] Prove directly that \(x(t)=e^{At}x_0\) is the unique solution to the initial
value problem above.
\end{enumerate}