[Analysis] More examples

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RobinB27
2026-02-03 18:45:18 +01:00
parent 8a12d3a196
commit 6de43e098b
3 changed files with 39 additions and 10 deletions

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@@ -291,6 +291,19 @@ $$
& T_2f(y;x_0) = f(x_0) + \nabla f(x_0) \cdot y + \frac{1}{2} \Bigl( y^\top \cdot \textbf{H}_f(x_0) \cdot y\Bigr)
\end{align*}
\begin{footnotesize}
\textbf{Example:} Approximate $f(x,y) = x\sqrt{y}$ at $f(1.1, 4.4)$ using $(1, 4)$.
\begin{align*}
T_1f(y;(1, 4)) &= f(1,4) + \nabla f(1, 4) \cdot (y_1-1, y_2-4) \\
&= 2 + \begin{bmatrix}
2 \\
\frac{1}{4}
\end{bmatrix} \cdot (y_1-1, y_2-4) \\
&= 2 + 2(y_1-1) + \frac{1}{4}(y_2-4)
\end{align*}
Thus $T_1f\bigl((1.1, 4.4); (1, 4)\bigr) = 2 + 2(1.1-1) + \frac{1}{4}(4.4-4) = 2.3$
\end{footnotesize}
\method Calculating $T_kf(y;x_0)$ also yields $\textbf{H}_f$ for $k \geq 2$.
\begin{align*}
& T_2f((x_0,y_0);(x,y)) = \ldots + ax^2 + by^2 + cxy \\