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TextbooksMathA First Course in the Numerical Analysis of Differential EquationsChapter 4

Chapter 4

A First Course in the Numerical Analysis of Differential Equations · 1 exercises

Problem 2

\(4.2^{\star} \quad\) Consider the solution of \(y^{\prime}=\Lambda y\) where $$ \Lambda=\left[\begin{array}{ll} \lambda & 1 \\ 0 & \lambda \end{array}\right], \quad \lambda \in \mathbb{C}^{-} . $$ a Prove that $$ \Lambda^{n}=\left[\begin{array}{cc} \lambda^{n} & n \lambda^{n-1} \\ 0 & \lambda^{n} \end{array}\right], \quad n=0,1, \ldots $$ b Let \(g\) be an arbitrary function that is analytic about the origin. The \(2 \times 2\) matrix \(g(\Lambda)\) can be defined by substituting powers of \(\Lambda\) into the Taylor expansion of \(g\). Prove that $$ g(t \Lambda)=\left[\begin{array}{cc} g(t \lambda) & \operatorname{tg}^{\prime}(t \lambda) \\ 0 & g(t \lambda) \end{array}\right] $$ c By letting \(g(z)=e^{z}\) prove that \(\lim _{t \rightarrow \infty} y(t)=\mathbf{0}\). d Suppose that \(y^{\prime}=\Lambda y\) is solved with a Runge-Kutta method, using a constant step size \(h>0\). Let \(r\) be the function from Lemma 4.1. Letting \(g=r\), obtain the explicit form of \([r(h \Lambda)]^{n}, n=0,1, \ldots\) e Prove that if \(h \lambda \in \mathcal{D}\), where \(\mathcal{D}\) is the linear stability domain of the RungeKutta method, then \(\lim _{n \rightarrow \infty} y_{n}=\mathbf{0}\).

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