---- > [!definition] Definition. ([[exterior derivative]]) > Suppose $M$ is a [[smooth manifold]]. Let $\Omega^{r}(M)$ denote the [[vector space|space]] of [[differential form|differential]] $r$-[[differential form|forms]] on $M$. > > There are unique $\mathbb{R}$-[[linear map|linear]] operators $d:\Omega^{k}(M) \to \Omega^{k+1}(M)$ for all $k$, called **exterior derivatives** or **exterior differentials**, satisfying the following: > > 1. **(Specialization)** If $f \in \Omega^{0}(M)=C^{\infty}(M)$, then $df$ is precisely the [[differential of smooth maps between surfaces|differential]] of $f$, given by $df(X)=Xf$ > 2. (**Cochain condition**) $d \circ d \equiv 0$ > 3. **(Graded Leibniz)** $d(\omega \wedge \eta)=d \omega \wedge \eta + (-1)^{\text{deg }\omega} \omega \wedge d \eta$ for any two [[differential form|differential forms]] $\omega, \eta$. > > In particular, such conditions determine the local expression in coordinates $(x^{i})$: for $\omega=\omega_{I} \ dx^{I} \in \Omega^{k}(M)$, $d \omega = d\omega_{I} \wedge dx^{I} \in \Omega^{k+1}(M),$ > where $d\omega_{I}$ is the [[differential of a smooth map between smooth manifolds|differential]] of $\omega_{I}:U \to \mathbb{R}$. Existence then reduces to showing this is in fact coordinate-independent. > [!basicproperties] > - $d$ is a *local operator*: if $\omega$ and $\eta$ are two $n$-forms agreeing on a [[neighborhood]] $U$, $\omega |_{U}=\eta |_{U}$, then $d\omega |_{U}=d \eta |_{U}$. ^properties Let $\omega \in \Omega^{r}(M)$. If $d\omega \in \Omega^{r+1}(M)$ exists, then the rules $(1), (2), (3)$ determine its local expression. Indeed, let $(U, (x^{i}))$ be a [[coordinate chart]] on $M$, with $\omega |_{U}=\omega_{I} \ dx^{I}$ for $\omega_{I} \in C^{\infty}(U)=\Omega^{0}(U)$. Then[^1] $\begin{align} d\omega &= d ( \omega_{I} \ dx^{I} ) \\ &= \overbrace{ d \omega_{I} }^{ \text{differential (rule 1)} } \wedge dx^{I} + \omega_{I} \ \cancel{ d dx^{I} } ^{=0 \ (\text{Rule 2 - cochain condition})} \ \ (\text{Rule 3 - Leibniz}).\end{align}$ This determines $d\omega$ uniquely, if it exists. To show it exists, we need to 1. Verify that this claimed expression indeed satisfies $(1)$, $(2)$, $(3)$. This is done by direct calculation. For $(3)$, recall that [[equality of mixed partials for C2 functions|mixed partials commute]] for smooth functions; this will produce cancellations. 2. Verify that none of this depends on the choice of coordinates $(U, (x^{i}))$. This will be enough because $d$ is manifestly a local operator (as it is defined in terms of partial derivatives). **1.** (1) is clear. For (3), suppose $\omega=\omega _I dx^{I}$ and $\eta=\eta_{J}dx^{J}$, so that $\omega \wedge \eta=\omega_{I} \eta_{J}dx^{I} \wedge dx^{J}$. Then compute $\begin{align} d(\omega \wedge \eta) &= d(\omega_{I} \eta_{J} dx^{I} \wedge dx^{J}) \\ &= d(\omega _{I} \eta_{J}) \wedge dx^{I} \wedge dx^{J} \\ &= \frac{ \partial (\omega_{I} \eta_{J}) }{ \partial x^{j} } dx^{j} \wedge dx^{I} \wedge dx^{J} \\ &= \left( \frac{ \partial \omega_{I} }{ \partial x^{j} } \eta_{J} + \omega_{I} \frac{ \partial \eta_{J} }{ \partial x^{j} } \right) dx^{j} \wedge dx^{I} \wedge dx^{J} \\ &= \overbrace{ \frac{ \partial \omega_{I} }{ \partial x ^{j}} \eta_{J} dx^{j} \wedge dx^{I} \wedge dx^{J} }^{ d \omega \wedge \eta } \\ &+ \omega _{I}\frac{ \partial \eta_{J} }{ \partial x^{j} } dx^{j} \wedge dx^{I} \wedge dx^{J} . \end{align}$ In the second term, get $\eta \wedge d\omega$ once $dx^{j}$ is swapped past $|I|=\text{deg }\omega \text{-many}$ factors, incurring the coefficient $(-1)^{\text{deg }\omega }$. For (2), start with $\omega=\omega_{I}dx^{I}$ and apply $d$: $d\omega=d\omega_{I} \wedge dx^{I}=\partial_{j}\omega_{I}dx^{j} \wedge dx^{I}.$ Apply $d$ again: $d d \omega=d(\partial_{j}\omega_{I}dx^{j} \wedge dx^{I})=TODO$ (use that mixed partials commute because everything is smooth) **2.** Let $\tilde{d}$ be 'another $d from other coordinates $(\tilde{x}^{i})$. Let $\omega$ be as above. By applying the Leibniz rule satisfied by $\tilde{d}$ lots of times, we obtain $\tilde{d}(\omega_{I} \ dx^{I})= \tilde{d} \omega_{I} \wedge dx^{I} + \sum_{k=1}^{r} (-1)^{k+1} \omega_{I} dx^{i_{1}} \wedge \dots \wedge \tilde{d} d x^{i_{k}} \wedge \dots \wedge dx^{i_{r}},$ Now, note that $\tilde{d}$ applied to a 0-form equals $d$ applied to that 0-form, because both satisfy Rule 1 of equalling the differential of that 0-form (and the differential of a zero-form is of course invariantly defined). Thus $\tilde{d}\omega_{I}=d\omega_{I}$ and $dx^{i_{k}}=\tilde{d}x^{i_{k}}$. But then because $\tilde{d}\tilde{d}x^{i_{k}}=0$, every term in the sum over $k$ vanishes, leaving us just with the first term: $\tilde{d}(\omega_{I} \ dx^{I})=\tilde{d}\omega_{I} \wedge dx^{I}=d\omega _I \ \wedge dx^{I}=d(\omega_{I} \ dx^{I})$. This finishes. ---- #### [^1]: To be concrete, $d dx^{I}=0$ because $d dx^{I}=d(dx^{i_{1}} \wedge \dots \wedge dx^{i_{r}})$, which we inductively apply Rule 3 (Leibniz) to get a [[linear combination]] of wedges $\sum_{k=1}^{r} (-1)^{k+1} dx^{i_{1}} \wedge \dots \wedge \overbrace{ d dx^{i_{k}} }^{ =0, \text{ by Rule 2} } \wedge \dots \wedge dx^{i_{r}}.$ ---- #### References > [!backlink] > ```dataview > TABLE rows.file.link as "Further Reading" > FROM [[]] > FLATTEN file.tags as Tag > WHERE Tag = "#definition" OR Tag = "#theorem" OR Tag = "#MOC" OR Tag = "#proposition" OR Tag = "#axiom" > GROUP BY Tag > ``` > [!frontlink] > ```dataview > TABLE rows.file.link as "Further Reading" > FROM outgoing([[]]) > FLATTEN file.tags as Tag > WHERE Tag = "#definition" OR Tag = "#theorem" OR Tag = "#MOC" OR Tag = "#proposition" OR Tag = "#axiom" > GROUP BY Tag > ``` ---- - Let $\Omega^{k}(A)$ denote the [[vector space of smooth k-forms on an open set]] $A$ in $\mathbb{R}^{n}$. > [!definition] Definition. ([[exterior derivative on Euclidean space]]) > Let $A \subset \rrn$ be [[open set|open in]] $\rrn$. For $\omega=\sum_{I\in \asc_{k,n}} \textcolor{Thistle}{\omega _{I}} \ dx_{I}\ \in \Omega^{k}(A)$ > (where $dx_{I}:=dx_{i_{1}} \wedge \dots \wedge dx_{i_{k}}$ for $I=(i_{1},\dots,i_{k})$), define $d\omega \in \Omega^{k+1}(A) \text{ by } d\omega = \sum_{I \in \asc_{k,n}} \textcolor{Thistle}{d\omega_{I}} \wedge \ dx_{I}= \sum_{I \in \asc_{k,n}} \textcolor{Thistle}{\sum_{j \in [n]}^{} \frac{ \partial \omega_{I} }{ \partial x_{j} } dx_{j}}\wedge \ dx_{I}$ >( [[differential of a 0-form|Recall that]] $d\omega_{I}(\v x) \in \Omega^1(\rrn) := \sum_{j \in [n]}^{} D_{j}\omega_{I}(\v x) dx_{j}$.) [[differential of a 0-form#^101733|See here for an explanation of the notation used above.]] ($\textcolor{Thistle}{\omega_{I}}$ is just an arbitrary scalar *function*, as $\omega$ is a *form*. When we evaluate $\omega(x)$ to obtain an [[alternating tensor]], we get scalar coefficients $\omega_{I}(x)$ for the [[linear combination]] representation of it.) [[basis and dimension of vector space of alternating k-tensors|See here for why we write w(x) as that linear combination.]] ([[differential of a 0-form#^101733|Recall the notation convention]] $\phi_{i}=dx_{i}$.) > [!basicexample]- > ![[CleanShot 2023-02-03 at 19.24.44.jpg]] > Set $\omega = x^{3} \ dx + 2xy \ dy + xyz \ dz \in \Omega^{1}(\rr ^{3})$. Then $\begin{align} d\omega = & d(x^{3}) \wedge dx + d(2xy) \wedge dy + d(xyz) \wedge dz \\ > = & (3x^{2} \ dx + 0 \ dy + 0 \ dz) \wedge dx + (2y \ dx + 2x \ dy +0 dz ) \wedge dy \\ > + & (yz \ dx + xz \ dy + yz \ dz) \wedge dz \\ > = & 0 + 2y \ dx \wedge dy + (yz \ dx + xz \ dy) \wedge dz \\ > = & 2y \ dx \wedge dy + yz \ dx \wedge dz + xz \ dy \wedge dz. > \end{align}$ (see [[basic properties of the wedge product]]). > [!basicproperties] > - $d$ is a [[linear map]]. > - $dx_{i} \wedge dx_{i}=0$ (immediate from [[algebra of alternating multilinear forms#^754c47|here]]) > - $d ^{2}=0$ > - [[exterior derivative wedge product rule]] > ---- #### ---- #### References > [!backlink] > ```dataview > TABLE rows.file.link as "Further Reading" > FROM [[]] > FLATTEN file.tags as Tag > WHERE Tag = "#definition" OR Tag = "#theorem" OR Tag = "#MOC" OR Tag = "#proposition" OR Tag = "#axiom" > GROUP BY Tag > ``` > [!frontlink] > ```dataview > TABLE rows.file.link as "Further Reading" > FROM outgoing([[]]) > FLATTEN file.tags as Tag > WHERE Tag = "#definition" OR Tag = "#theorem" OR Tag = "#MOC" OR Tag = "#proposition" OR Tag = "#axiom" > GROUP BY Tag > ```