[Analysis] More notes

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RobinB27
2026-02-02 17:12:27 +01:00
parent 79814d0a78
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4 changed files with 16 additions and 10 deletions

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@@ -63,7 +63,7 @@ $\\
\underset{x \neq x_0 \to x_0}{\lim} \frac{1}{\big\| x - x_0 \big\|}\Biggl( f(x) - f(x_0) - u(x - x_0) \Biggr) = 0 \underset{x \neq x_0 \to x_0}{\lim} \frac{1}{\big\| x - x_0 \big\|}\Biggl( f(x) - f(x_0) - u(x - x_0) \Biggr) = 0
$$ $$
\end{subbox} \end{subbox}
\subtext{Similarly, $f$ is differentiable if this holds for all $x \in X$} \subtext{Applying this directly can be useful for \textit{strange} functions like $|xy|$.}
\lemma \textbf{Properties of Differentiable Functions} \lemma \textbf{Properties of Differentiable Functions}
@@ -163,7 +163,7 @@ $$
$$ $$
\forall x,y:\quad \partial_{x,y}f = \partial_{y,x}f \forall x,y:\quad \partial_{x,y}f = \partial_{y,x}f
$$ $$
\smalltext{This generalizes for $\partial_{x_1,\ldots,x_n}f$.} \smalltext{This generalizes for $\partial_{x_1,\ldots,x_n}f$ if $k \geq n$.}
\end{subbox} \end{subbox}
\remark Linearity of Partial Derivatives \remark Linearity of Partial Derivatives
@@ -174,7 +174,7 @@ $$
\definition \textbf{Laplace Operator} \definition \textbf{Laplace Operator}
$$ $$
\Delta f := \text{div}\bigl( \nabla f(x) \bigr) = \sum_{i=0}^{n} \frac{\partial}{\partial x_i}\Bigl( \frac{\partial f}{\partial x_i} \Bigr) = \sum_{i=0}^{n} \frac{\partial^2f}{\partial x_i^2} \Delta f := \text{div}\Bigl( \nabla f(x) \Bigr) = \sum_{i=0}^{n} \frac{\partial}{\partial x_i}\biggl( \frac{\partial f}{\partial x_i} \biggr) = \sum_{i=0}^{n} \frac{\partial^2f}{\partial x_i^2}
$$ $$
\begin{subbox}{The Hessian} \begin{subbox}{The Hessian}

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@@ -114,7 +114,8 @@ $$
\remark $\text{curl}(f) = 0 \iff \forall 1 \leq i \neq j \leq 3: \displaystyle\frac{\partial f_i}{\partial x_j} = \displaystyle\frac{\partial f_j}{\partial x_i}$ \remark $\text{curl}(f) = 0 \iff \forall 1 \leq i \neq j \leq 3: \displaystyle\frac{\partial f_i}{\partial x_j} = \displaystyle\frac{\partial f_j}{\partial x_i}$
\remark $\text{curl}(\nabla f) = 0$ if $f: \R^3 \to \R$ is in $C^2$. \remark $\text{curl}(\nabla f) = 0$ if $f: \R^n \to \R$ is in $C^2$.\\
\subtext{i.e. if $f$ has a potential.}
\method \textbf{Finding the Potential} \method \textbf{Finding the Potential}
@@ -248,27 +249,32 @@ $$
The change of variable is: $\displaystyle\int_{\bar{X}} f\Bigl( \varphi(x) \Bigr)\ dx = \frac{1}{\left\vert \det(\textbf{A}) \right\vert} \int_{\bar{Y}}f(y)\ dy$ The change of variable is: $\displaystyle\int_{\bar{X}} f\Bigl( \varphi(x) \Bigr)\ dx = \frac{1}{\left\vert \det(\textbf{A}) \right\vert} \int_{\bar{Y}}f(y)\ dy$
\end{footnotesize} \end{footnotesize}
\remark \textbf{Commonly used Changes} \remark \textbf{Common Changes}
\begin{enumerate} \begin{enumerate}
\item Polar Coordinates\\ \item Polar Coordinates\\
\smalltext{ \smalltext{
$\varphi(r, \theta) = \bigl(r\cos(\theta),\ r\sin(\theta)\bigr)$\\ $\varphi(r, \theta) = \bigl(r\cos(\theta),\ r\sin(\theta)\bigr) \quad \color{gray} \theta \in [0, 2\pi) $\\
Where $dxdy = r\ dr\ d\theta$ $dxdy = r\ dr\ d\theta$
} }
\item Cylindrical Coordinates\\ \item Cylindrical Coordinates\\
\smalltext{ \smalltext{
$\varphi(r, \theta, z) = \bigl( r\cos(\theta),\ rsin(\theta),\ z \bigr)$\\ $\varphi(r, \theta, z) = \bigl( r\cos(\theta),\ rsin(\theta),\ z \bigr) \quad \color{gray} \theta \in [0, \pi), \phi \in [0, 2\pi)$\\
Where $dxdydz = r\ dr\ d\theta\ dz$ $dxdydz = r\ dr\ d\theta\ dz$
} }
\item Spherical Coordinates\\ \item Spherical Coordinates\\
\smalltext{ \smalltext{
$\varphi(r, \theta, \phi) = (r\sin(\phi)\cos(\theta),\ r\sin(\phi)\sin(\theta),\ r\cos(\phi))$\\ $\varphi(r, \theta, \phi) = (r\sin(\phi)\cos(\theta),\ r\sin(\phi)\sin(\theta),\ r\cos(\phi))$\\
Where $dxdydz = r^2\ \sin(\phi)\ dr\ d\theta\ d\phi$ $dxdydz = r^2\ \sin(\phi)\ dr\ d\theta\ d\phi$
} }
\end{enumerate} \end{enumerate}
% https://en.wikipedia.org/wiki/Spherical_coordinate_system#/media/File:3D_Spherical.svg
\begin{center}
\includegraphics[width=0.3\linewidth]{res/spherical-coords.png}
\end{center}
\newpage \newpage
\subsection{Green's Theorem} \subsection{Green's Theorem}
\smalltext{An analogue of the Fundamental Theorem of Calculus in $\R^2$.} \smalltext{An analogue of the Fundamental Theorem of Calculus in $\R^2$.}

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