University Mathematics — Year 3 · Bachelor Year 3
21Differential Forms and Stokes’ Theorem
One theorem of analysis has, over two centuries, absorbed all the others of its kind: the fundamental theorem of calculus, Green–Riemann (proved in the Year 2 volume), the divergence theorem of Gauss, the curl theorem of Kelvin–Stokes — each says that the integral of some derivative over a region equals the integral of the original object over the boundary. The language of differential forms makes them one statement, , and makes that statement provable in one stroke. This chapter builds the language honestly — alternating multilinear algebra, the exterior derivative, pullbacks, orientation, integration on the submanifolds of Chapter 20 — proves Stokes’ theorem, and cashes the first cheques: the classical integral theorems, the winding number that secretly ran Chapter 17, and, in the weekend problem, Brouwer’s fixed-point theorem. Throughout, smooth means ; every map and form is smooth unless stated otherwise. This costs no generality worth having at this level and frees the hands.
21.1 Alternating multilinear algebra
Definition 21.1
Let be a real vector space of dimension . A -linear alternating form on is a map , linear in each variable, with whenever two arguments are equal. Their space is written ; by convention . Alternation forces antisymmetry: exchanging two arguments changes the sign (expand ), and more generally for every permutation .
Example 21.2
On : is the dual space; the determinant in the canonical basis is an -linear alternating form, and Proposition 21.4 will show it spans — the deep reason the determinant is unique up to scale. For , : vectors are dependent, and expanding one along the others kills by alternation.
Definition 21.3
For , their exterior product is the -linear alternating form
Alternation and multilinearity are those of the determinant in its columns.
Proposition 21.4 (Basis of )
Let be a basis of with dual basis . The forms
form a basis of ; hence . Explicitly, .
Proof. Generating. Let and , where abbreviates . Both sides are -linear and alternating, so they agree as soon as they agree on all -tuples with (multilinearity reduces to tuples of basis vectors, alternation to strictly increasing ones). And : for the matrix is the identity; for some row is zero. So for all : . Freeness. If , evaluating on gives . ∎
Definition 21.5
The exterior product extends to a bilinear map , determined by bilinearity and (concatenate and reorder; the product is if ). It is associative, and graded-anticommutative:
Proof. Both properties are checked on basis elements and extended by bilinearity. Associativity: both parenthesisings of equal the wedge of the concatenated family of -forms, by the determinant formula of Definition 21.3 (Laplace expansion by blocks). The sign rule: moving each of the factors of past the factors of costs a sign per adjacent transposition (a swap of two rows of the determinant), hence in total. ∎
Proposition 21.6 (Pullback, linear case)
A linear map induces, for each , the linear map , . It satisfies and . Moreover:
- If and , then on the line : .
- If , then on .
Proof. The functorial identities are immediate from the definitions (for the product rule, check on wedges of -forms with the determinant formula — — then extend bilinearly). (1) maps the one-dimensional (Proposition 21.4) to itself, so with independent of ; testing on and gives . (2) For , the vectors lie in the image of , of dimension : they are linearly dependent, and an alternating form vanishes on a dependent family (expand the dependent vector along the others). ∎
21.2 Differential forms and the exterior derivative
Definition 21.7
Let be open. A differential -form on is a smooth map ; in the basis of Proposition 21.4 (with written for ),
with smooth coefficients . Their space is ; . A -form is a function; a -form is a field of linear forms (e.g. the differential of a function); an -form is , the natural integrand of Chapter 11.
Definition 21.8 (Exterior derivative)
The exterior derivative is the linear map defined by
On -forms it is the usual differential.
Theorem 21.9
(a) for (the graded Leibniz rule). (b) .
Proof. (a) By bilinearity it suffices to treat , . Then and
and moving the -form past the factors of costs (Definition 21.5): the second term is . (b) For a function: . The coefficient is symmetric in by Schwarz’s theorem on mixed partials (proved in the Year 2 volume; is ), while is antisymmetric: pairing the terms and , everything cancels. For a general : by (a), and both terms vanish ( since the coefficient is constant). ∎
Definition 21.10 (Pullback)
Let be smooth (, open). The pullback is defined pointwise by the linear pullback along the differential: . Concretely, substitutes: on functions, , and .
Theorem 21.11
(a) and . (b) : the exterior derivative commutes with every smooth substitution — the identity that makes it the derivative of the theory. (c) If is smooth between opens of and , then .
Proof. (a) Pointwise statements about linear pullbacks (Proposition 21.6), plus the chain rule . (b) For a -form : is the chain rule. For : using (a), , so by the Leibniz rule (Theorem 21.9(a)) and :
(c) Pointwise this is exactly on top-degree forms (Proposition 21.6(1) with ). ∎
Example 21.12 (Polar coordinates)
For : , , so
the Jacobian of Example 11.12 appearing by pure algebra — no measure theory. Exercise 21.9 turns this remark into a statement: for oriented integrals, the change-of-variables formula is the pullback formula.
21.3 Closed and exact forms; the Poincaré lemma
Definition 21.13
is closed if , exact if for some (a primitive of ). Exact closed by ; the converse is a question about the shape of .
Example 21.14 (The angular form)
On ,
is closed (direct computation: Exercise 21.4) but not exact: its integral along the unit circle is , while integrals of exact forms along closed curves vanish (Proposition 21.28). Locally, for any smooth determination of the polar angle — whence the name and the obstruction: no such determination exists on all of . This single form runs the winding number (Section 21.6) and, through it, the residue theorem of Chapter 17.
Theorem 21.15 (Poincaré lemma)
Let be open and star-shaped with respect to . Every closed -form on () is exact.
Proof. We build a linear homotopy operator with
if , then and we are done. For set
(the hat deletes a factor; the integrals are smooth in by differentiation under the integral, Theorem 10.15, all derivatives being dominated on compacts). Checking (21.1) is a computation done once in a lifetime, so we do it in full. Fix and take (linearity). First,
the first group collects the terms in which hits the factor — the wedge reassembles with a sign that cancels the prefactor, and the values of give the factor — while the second group collects the terms where hits the integral (chain rule brings out ). Next, , and applying the definition of in degree , the index occupying the first slot:
The double sums cancel in , which therefore equals
by the fundamental theorem of calculus. Star-shapedness entered where it had to: for , so that makes sense. ∎
Remark 21.16
For and , the primitive is — the line integral of along the segment : the theorem is the several-variables “a field with symmetric Jacobian is a gradient” of Year 2, now in every degree. The angular form (Example 21.14) shows the hypothesis on is not decorative: is not star-shaped, and there closedness does not imply exactness. What survives on a general open set is measured by the de Rham cohomology — see Exercise 21.12 for the first nontrivial computation.
21.4 Orientation and integration on submanifolds
Integrating a -form requires -dimensional oriented territory. Recall from Chapter 20 (Theorem 20.3) that a -submanifold is locally the image of a regular parametrization ( open, a homeomorphism onto its image with injective differential).
Definition 21.17
An orientation of is a choice, for each , of one of the two orientation classes of bases of the tangent space , which is locally coherent: around each point there is a parametrization whose coordinate frame is positively oriented at every point of its domain. Such parametrizations are called direct. is orientable if an orientation exists; the Möbius band shows this can fail. All submanifolds in this chapter are oriented.
Definition 21.18 (Integral of a form)
Let be an oriented -submanifold and a -form defined on a neighborhood of , with compact. (a) If for a single direct parametrization, set
— the right side being the Lebesgue integral over (Chapter 11) of the coefficient of , which is continuous with compact support. (b) In general, choose finitely many direct parametrizations covering the compact and a subordinate partition of unity (Lemma 21.20), and set , each term computed by (a). For a curve () parametrized by we write , no injectivity required.
Lemma 21.19 (Consistency)
Definition (a) does not depend on the direct parametrization, and definition (b) depends neither on the cover nor on the partition of unity. Moreover, if is a diffeomorphism of neighborhoods of two oriented submanifolds with , carrying a direct frame of to a direct frame of at some point of each component of , then .
Proof. (a) Let , be direct parametrizations whose images contain . The transition is a diffeomorphism between the relevant open subsets of (smoothness of transitions: Theorem 20.3, via the local graph description), and there, so (Theorem 21.11(a)). Write ; then (Theorem 21.11(c)) . Both frames being direct, maps a positive basis to a positive basis: , so and the change-of-variables theorem (Theorem 11.11) gives : the two integrals agree. Here is the whole reason orientation exists: without the sign control, the Jacobian and its absolute value differ and the integral is ill-defined. (b) If and are two admissible partitions (covers included), then by (a) and finite additivity, , each double term computable in either chart. The last statement: if runs over direct parametrizations of , then runs over direct parametrizations of (the orientation comparison is locally constant, and fixed at one point per component), and . ∎
Lemma 21.20 (Partitions of unity, compact case)
Let be compact and open sets covering . There exist with , compact, and on a neighborhood of .
Proof. Each lies in some with a closed ball ; compactness extracts with the balls covering . For each take a bump , , on , (mollify the indicator of the ball of radius , Theorem 12.9). Assign each to one index with and set . On the open set , the functions do the job but are defined only there; to globalize, let satisfy where and where (mollify a suitable cut-off of ), and set
The denominator is everywhere and equals on , an open neighborhood of (each point of lies in some ball where ); there . Supports and bounds are clear. ∎
21.5 Stokes’ theorem
Definition 21.21
A -submanifold with boundary is a set covered by regular parametrizations of two kinds: interior charts with open, and boundary charts , where and extends smoothly and regularly to the open . The boundary is the set of points reached at ; it is a -submanifold without boundary, parametrized by the maps . An orientation of induces one on by the outward-normal-first rule: at , a basis of is positive iff is a positive basis of , where points out of (in a boundary chart: , up to adding tangential components — the orientation class does not see them).
Lemma 21.22 (Stokes on the half-space)
Let be a smooth -form on with compact support. Then
where carries the standard orientation of and the induced one, which is times the standard orientation of .
Proof. First the orientation bookkeeping: the outward normal along is , and
the frame of is positive for the induced orientation exactly when is even, whence the stated comparison. By linearity take , ; then (moving into its slot costs swaps). Two cases, both by Tonelli–Fubini (Theorem 11.6) and the one-variable fundamental theorem of calculus.
Case . Integrating first in over : (compact support), so . And the restriction of to contains the factor , which restricts to ( is constant there): too.
Case . Integrating first in over :
On the boundary side, restricts to , and the induced orientation being times the standard one, . The two sides agree. ∎
Theorem 21.23 (Stokes)
Let be a compact oriented -submanifold with boundary, carrying the induced orientation, and let be a smooth -form on a neighborhood of . Then
In particular, if : .
Proof. Cover the compact by finitely many images of direct charts (interior or boundary), and take a partition of unity subordinate to the corresponding open sets of (Lemma 21.20), with on a neighborhood of . On that neighborhood , so
both sides are additive, and it suffices to prove the theorem for a form supported in a single chart image.
Interior chart. If with open in : extend by zero to (smooth, compact support in ) and apply Lemma 21.22 with the support away from (translate into the open upper half-space — or simply repeat the case computation over all of ): , and since vanishes near .
Boundary chart. If : with extended by zero, (Theorem 21.11(b)), so by Definition 21.18:
It remains to identify the right side with . The boundary is parametrized by , and is the restriction of to (pullback under the inclusion composed with ). The orientation comparison is the same on both sides: the frame sits in the induced orientation of with the sign computed in the chart (the outward vector pulls back to ), which is exactly the sign relating ’s induced orientation to the standard (Lemma 21.22). The two sign conventions cancel: . ∎
Example 21.24 (The classical theorems)
Let be a compact domain with smooth boundary, standardly oriented. For : , and Stokes reads
Green–Riemann, proved for elementary domains in the Year 2 volume and now in natural generality. In , Stokes applied to the flux -form of a vector field on a compact domain gives the divergence theorem , and applied to a -form on a surface-with-boundary, the classical Kelvin–Stokes curl theorem; Exercise 21.7 spells out both dictionaries.
21.6 The winding number
Definition 21.25
Let be a smooth closed curve. Its winding number around is
Proposition 21.26
; as a function of it is constant on each connected component of and zero on the unbounded component. For : .
Proof. Take and write , , , so that . In complex notation let ; then and a direct computation gives
since and . So is constant: with , and with forces : , i.e. . As a function of on the open complement of the compact curve, the defining integral is continuous (Theorem 10.14, domination on a neighborhood of each ); a continuous integer-valued function is locally constant, hence constant on components. For large the integrand is uniformly in , so the index tends to and vanishes on the unbounded component. For the circle: directly. ∎
Remark 21.27
Under , , so : this is the index of Chapter 17, and Proposition 21.26 re-proves its integrality and local constancy by real-variable means — the topological half of the residue theorem, now standing on Stokes.
Proposition 21.28
Proof. — the chain rule identifies with . ∎
Method 21.29
Computing with forms: (1) mechanize — wedges reorder with signs, differentiates coefficients into fresh ’s, pullbacks substitute; trust the algebra, it encodes every Jacobian. (2) To integrate a form over a submanifold: parametrize directly, pull back, integrate the coefficient; orientation is the only trap — check one frame. (3) To prove an integral identity, look for a Stokes shape: is the integrand exact? is the domain a boundary? (4) To compare integrals over two “parallel” submanifolds, apply Stokes to the region between them (the deformation argument, Exercise 21.10). (5) A nonzero integral of a closed form certifies a topological obstruction — no primitive, no retraction, no zero-free extension: this is how the weekend problem kills retractions of the ball.
21.7 Exercises
Exercise 21.1 ★
On , let and . Compute , , , and , and verify the graded Leibniz rule on this example.
Solution
Solution of Exercise 21.1.
Expanding and killing repeated factors:
(using and ). Next and . Finally
(the first term of contributes ; cyclic permutations of three factors are even). Leibniz check: , and ; the sum matches.
Exercise 21.2 ★
Identify, on , the three incarnations of : for , ; for the work form , ; for the flux form , . Deduce from the identities and .
Solution
Solution of Exercise 21.2.
has the coefficients of . For the work form,
the flux form of the curl (collect the six terms of ). For the flux form, : the divergence. Then reads , i.e. , and reads : the two vector identities are one identity, , read in two degrees.
Exercise 21.3 ★★
Decide whether each -form is closed, exact on its domain, and compute a primitive when one exists: (a) on ; (b) on ; (c) on the half-plane .
Solution
Solution of Exercise 21.3.
(a) Closedness is the symmetry of the cross-partials: , , . The domain is star-shaped: exact (Theorem 21.15), with primitive (check ). (b) : exact on all of (hence closed) — the radial cousin of the angular form is harmless. (c) On the form is , closed (Exercise 21.4); the half-plane is convex, so it is exact there, and indeed satisfies . Exact on the half-plane, non-exact on the punctured plane: the obstruction lives in the hole, not in the formula.
Exercise 21.4 ★★
(The angular form) Verify that (Example 21.14) is closed; compute for the circle of radius around ; conclude that is not exact on , and that is star-shaped with respect to none of its points (two routes: via Theorem 21.15, and directly from the geometry).
Solution
Solution of Exercise 21.4.
Closedness: with ,
so . On :
If were exact this integral would vanish (Proposition 21.28): it is not exact. Were star-shaped with respect to some , the Poincaré lemma (translated to ) would make every closed form exact — contradiction. Directly: for any , the segment from to the point of the domain passes through : star-shapedness fails at every point.
Exercise 21.5 ★★
(Area form of a hypersurface) Let be a compact oriented hypersurface whose orientation is given by a unit normal field ( positive iff positive in ). Show that the -form restricts on to the area form: for a direct parametrization , , where is the Gram matrix. (Note that and square this determinant.) Compute .
Solution
Solution of Exercise 21.5.
For vectors , expanding the determinant along its first column gives
since is exactly the -th deleted minor (Definition 21.3). Applying this to : with . Now is block diagonal: and ( normal, the tangent), so ; and for a direct parametrization (that is what the -orientation means): , the Gram area element. For , and the spherical parametrization on (direct; it misses one meridian, a set that carries no area): , so .
Exercise 21.6 ★★
Compute for : (a) directly in spherical coordinates; (b) via Stokes on the unit ball. Deduce from the area of , and generalize: , consistent with Theorem 11.13.
Solution
Solution of Exercise 21.6.
The given is for on , so (a) is the computation just done: . (b) , and Stokes on the unit ball gives : hence . In general, the form restricts on to the area form ( in Exercise 21.5), , and Stokes yields — consistent with the Gamma-function formulas of Theorem 11.13.
Exercise 21.7 ★★
(The dictionaries) Derive carefully from Theorem 21.23: (a) the divergence theorem in (combine Exercise 21.2 and Exercise 21.5); (b) the Kelvin–Stokes theorem for a compact oriented surface with boundary in . Check the orientation conventions agree on the upper half-sphere bounded by the equator.
Solution
Solution of Exercise 21.7.
(a) Stokes applied to the flux form on the compact domain : (Exercise 21.2 for the interior side). Identify the boundary integrand: for tangent at a point of , the first-column expansion of Exercise 21.5 gives ; writing with tangent, the column is a combination of ’s plane, so and : the divergence theorem, with the outward normal (outward-normal-first is exactly the induced orientation). (b) Stokes applied to on the surface-with-boundary : restricts to by the same identification, while on the boundary curve , i.e. . Upper half-sphere with outward (radial) : at the equator point the outward-within-the-surface vector is ; completing it to positive frames shows the equator is traversed counterclockwise seen from above (): the right-hand rule, same convention on both sides of the identity.
Exercise 21.8 ★★
(Green’s identities) For smooth on a neighborhood of a compact domain with smooth boundary, prove
Deduce: a harmonic function on vanishing on vanishes identically, and two harmonic functions with the same boundary values coincide — uniqueness in the Dirichlet problem of Chapter 18.
Solution
Solution of Exercise 21.8.
Apply the divergence theorem (Exercise 21.7(a), whose proof is dimension-free) to : and : the first identity. Swapping and subtracting cancels the symmetric term: the second. If on and on : the first identity with gives , so and is constant on each component; every component’s closure meets (boundedness), where : . Two harmonic functions with equal boundary values differ by such a : they coincide — uniqueness for the Dirichlet problem, complementing the existence theory on the disc of Chapter 18.
Exercise 21.9 ★★
(Change of variables, oriented form) Let be a diffeomorphism of opens of with , and continuous with compact support in . Show that the pullback identity is equivalent to the change-of-variables theorem (Theorem 11.11) for such , and explain exactly where the absolute value on the Jacobian went.
Solution
Solution of Exercise 21.9.
By Theorem 21.11(c), , so the pullback identity reads
Since everywhere, , and this is verbatim the change-of-variables formula (Theorem 11.11) for continuous compactly supported integrands: each statement is the other. The absolute value went into the hypothesis: orientation. For orientation-reversing the form identity acquires a global minus sign (forms feel orientation), while the measure formula keeps (measures do not): two bookkeepings of one Jacobian.
Exercise 21.10 ★★★
(Deformation) Let be a closed -form on and the sphere of radius centered at . Show that does not depend on (apply Stokes to the shell between two radii; mind the two boundary orientations). Apply to the solid-angle form
check it is closed, compute , and conclude it is closed but not exact on — the two-dimensional sibling of , and the geometric content of Gauss’s law in electrostatics.
Solution
Solution of Exercise 21.10.
The shell is a compact -submanifold with boundary ; the induced orientations are the usual sphere orientation on (outward from = away from ) and the opposite on (outward from = toward ). Stokes with :
Solid-angle form: with and , and
On , for tangent : , so : constant in , as deformation predicts, and nonzero — so is closed but not exact on (an exact form integrates to over the boundaryless by Stokes). This is Gauss’s law: the flux of the field of a unit charge through any enclosing sphere is , whatever the radius.
Exercise 21.11 ★★
Let be a smooth closed curve in with . Show for every closed -form on (write by Exercise 21.12). Interpretation: on the punctured plane, the winding number is the only obstruction to the vanishing of periods.
Solution
Solution of Exercise 21.11.
Write (Exercise 21.12) with . Then
by Proposition 21.28 and the definition of the index. The single integer controls every period on the punctured plane: closed -forms cannot distinguish two loops with the same winding number.
Exercise 21.12 ★★★
(First de Rham computation) Show that every closed -form on is uniquely
define by integrating along a path from to (radial piece then circular arc), show the result is independent of the choices precisely because the -period vanishes, and check . Conclude: , generated by the angular form.
Solution
Solution of Exercise 21.12.
Let : closed, and by the choice of (). Pull back by the polar map , a surjective local diffeomorphism : is closed (Theorem 21.11(b)) on the convex open , hence exact (Theorem 21.15): . For fixed : is the integral of around the circle of radius , which equals (the annulus between the two circles is a compact surface with boundary; Stokes as in Exercise 21.10, one dimension down). So is -periodic in and descends to a well-defined function on with ; is smooth ( is a local diffeomorphism) and forces . Hence . Uniqueness: integrating over fixes , since exact forms have zero period; and is unique up to an additive constant. The map is therefore a linear isomorphism , and the class of generates: the hole is exactly one-dimensional, cohomologically speaking.
21.8 Problem: Brouwer’s fixed-point theorem
Problem 21.1
Weekend problem — no retraction, no escape
Brouwer’s theorem states that every continuous map of the closed unit ball into itself has a fixed point — one of mathematics’ great theorems, with consequences from game theory (Nash equilibria) to matrix analysis. The differential-form proof is the cleanest known: Stokes shows the sphere is not a retract of the ball, and everything follows. Throughout, , , and
(the hat deletes the factor).
Part I — The measuring instrument.
- Compute , and deduce from Stokes (Theorem 21.23) that , where carries the boundary orientation of the ball.
- For and , identify the restriction of to with the arclength and area forms (Exercise 21.5 with ) and recompute directly.
- Let be open and smooth with for all . Show that . (Differentiate : the image of lies in the hyperplane , of dimension ; then apply Proposition 21.6(2).)
- Where is the flaw in the following “proof” that : “ is compact without boundary, and restricted to is a top form on it, hence closed, hence by Stokes”? (Pinpoint the wrong word.)
- Explain in one paragraph the strategy of Part II: what will be integrated, over what, and where the contradiction will come from.
Part II — No smooth retraction. Suppose, for contradiction, that is a smooth retraction of the ball onto its sphere: is smooth on a neighborhood of , , and for all .
- Justify (on , restricts to the identity: if is a direct parametrization of a piece of , then ).
- Using Stokes on , show .
- Show (question 3 applied to ), and conclude: there is no smooth retraction .
- Settle the excluded case by hand: show directly that no continuous map fixes both endpoints, and name the theorem you used.
Part III — Smooth Brouwer. Let be smooth on a neighborhood of with and no fixed point in .
- Show .
For let and let be the intersection of the ray with . Solve the quadratic and obtain
- Show that the radicand is strictly positive on : if then and , i.e. , i.e. ; by Cauchy–Schwarz with , , this forces — excluded. Deduce that is smooth on a neighborhood of .
- Show and for (for , check using , which itself follows from ). Conclude with Part II: every smooth self-map of has a fixed point.
Part IV — Continuous Brouwer. Let be continuous without fixed point.
- Show , and produce a polynomial map with (Stone–Weierstrass, Theorem 7.15, coordinate by coordinate — justify the passage from scalar to vector approximation).
- The map may leave the ball; set . Show and .
- Derive a contradiction with Part III and conclude: every continuous map has a fixed point.
- Show by example that the theorem fails on: the open ball; the sphere ; a closed annulus. Which property of does each counterexample lose?
Part V — Dividends.
- (Perron–Frobenius, existence) Let be an matrix with all entries , and . Show the map is well defined and continuous on , that is homeomorphic to a closed ball of (radial homeomorphism from a convex compact with nonempty interior in its affine span), and conclude that has an eigenvector with strictly positive entries and eigenvalue .
- Deduce that every stochastic matrix with positive entries (columns summing to ) has a stationary probability vector — the PageRank-type vector. (Uniqueness holds too but needs other tools.)
- (Hairy ball, setup) Let be smooth on a neighborhood of with and for (a unit tangent field). For set . Show on : maps into the sphere .
- Show that is a polynomial in (each coefficient function of in a chart is polynomial in , with coefficients smooth in the chart variable; integration is linear).
Show that for small, is a diffeomorphism from onto : injectivity for ; local diffeomorphism by the inverse function theorem (Theorem 20.1 in charts); image open and closed in the connected target sphere. Deduce, using Lemma 21.19 and the scaling under (check it), that
(orientation preserved by continuity from ).
- Conclude (Milnor): if is odd, is not a polynomial in , yet it agrees with the polynomial near — contradiction. Hence the even-dimensional spheres ( odd) carry no unit tangent field, and, by normalizing and smoothing (convolve componentwise and project — justify both steps), no continuous nowhere-vanishing tangent field at all: every wind on Earth leaves a calm point.
(Odd spheres comb freely) Exhibit on an explicit smooth unit tangent field: in complex notation, i.e.
Verify tangency and unit length, and conclude that the parity dichotomy of question 23 is sharp: a sphere is combable exactly when its dimension is odd. Where does the polynomial argument of question 22 break for even ?
- (Zeros from boundary behavior) Let be continuous with for every . Show that vanishes somewhere in . (If not, maps continuously into ; apply Brouwer to and contradict the boundary hypothesis.) Deduce the surjectivity criterion: a continuous with as is surjective — the finite-dimensional ancestor of the coercivity arguments of nonlinear analysis.
Solution
Solution of Problem 21.1.
1. ; carrying across the preceding factors costs , which cancels the prefactor: each of the terms equals , so . Stokes on the ball: .
2. : ; on , , the arclength form: . : is the area form (Exercise 21.5 with ): . Both match question 1.
3. Differentiating : for every , so , a hyperplane: . Since is an -form (question 1), pointwise by Proposition 21.6(2): a map into the sphere has no room to pull back a volume.
4. The flaw is the second “hence”: on the -dimensional , every -form is trivially closed (there are no nonzero -forms on an -manifold), but closed does not mean exact, and requires an actual primitive defined on . The restriction of is precisely not exact — its integral is — and this non-exactness powers the entire problem.
5. We shall integrate over the sphere and count two ways. Because fixes pointwise, the integral equals . Because is defined on the ball, Stokes converts the same integral into ; and because takes values in the sphere, question 3 makes that integrand vanish. One number, two values: the retraction cannot exist.
6. Both integrals are computed through direct parametrizations of pieces of (Definition 21.18); since (the parametrization lands in , where is the identity), (Theorem 21.11(a)): the local integrands coincide, and any partition of unity gives .
7. is a smooth -form on a neighborhood of the compact oriented , whose boundary with the induced orientation is : Stokes (Theorem 21.23) gives exactly .
8. (Theorem 21.11(b)), which vanishes by question 3 applied to . Chaining questions 6–8:
absurd. There is no smooth retraction of onto ().
9. A continuous with would map a connected set onto the disconnected , impossible: continuous images of connected sets are connected — equivalently, the intermediate value theorem would force to take the value . The same statement in every dimension is exactly Part II; connectedness is the -dimensional shadow of the cohomological obstruction .
10. is continuous and everywhere on the compact : its minimum is attained, hence .
11. reads , whose roots are
Their product is : the roots straddle (or one vanishes), so the ray parameter — the nonnegative root — is .
12. If the radicand vanished at : both its terms being nonnegative, and , i.e. , i.e. . By Cauchy–Schwarz, : equality throughout, which forces collinear with , of norm , positively: — excluded. So the radicand is continuous and on , hence bounded below by some there and on a neighborhood (uniform continuity). On that neighborhood, is smooth ( shrinking if needed), the radicand stays , and the square root is smooth on : is smooth near .
13. by construction of : . For : (Cauchy–Schwarz once more), and reduces the radicand to , whose square root is itself (it is ): and . So is a smooth retraction of the ball onto the sphere — contradicting Part II. Every smooth self-map of has a fixed point.
14. exactly as in question 10. The polynomials form a subalgebra of containing the constants and separating points ( do), so Stone–Weierstrass (Theorem 7.15) approximates each coordinate: pick polynomials with ; the vector map then satisfies .
15. On : , so : . Moreover , hence on .
16. is polynomial, hence smooth, and maps into itself: Part III provides . Then : contradiction. Every continuous map has a fixed point.
17. Open ball: maps into ( strictly) and its only fixed point lies on the sphere: compactness lost. Sphere: the antipodal map is fixed-point free; is compact but has the “wrong” topology — it is exactly the non-retract of Part II. Annulus: a rotation by any angle fixes nothing; the hole shelters the rotation — convexity (more precisely, the ball-like topology) lost. Brouwer’s theorem is really about compact convex sets, as question 18 exploits.
18. For : some , so for every ; hence and is well defined, continuous, and lands in (positive entries summing to ). is convex, compact, with nonempty interior in the affine hyperplane ; the radial map from its barycenter — each ray from the barycenter meets in exactly one point, by convexity and compactness, and the corresponding gauge function is continuous — is a homeomorphism . Transporting Brouwer through it: has a fixed point , i.e. with ; and has strictly positive entries by the opening computation. A positive matrix has a positive eigenvector.
19. Question 18 gives , , . Sum the coordinates: (columns sum to ), while . So and : a stationary probability vector — the equilibrium of the Markov chain, PageRank’s mathematical core.
20. On : by tangency and : .
21. Fix a finite atlas of direct parametrizations and a partition of unity, independent of . In a chart, , so each coefficient of is a sum of products of one factor (affine in ) and an determinant with entries affine in : a polynomial in of degree with coefficients smooth in the chart variable. Multiplying by the -independent partition functions and integrating termwise: , a polynomial.
22. Injectivity: is Lipschitz on (smooth on a compact), say with constant ; for , . Diffeomorphism: maps to ; in charts its Jacobians converge uniformly to those of as , so for small they are invertible and is a local diffeomorphism (Theorem 20.1 in charts), injective, with image open (local diffeo) and compact in the connected (): image , so is a diffeomorphism of . Scaling: under , each coefficient gains and each of the differentials gains : . Since :
the last equality by Lemma 21.19 ( a diffeomorphism of , orientation-preserving for small : its chart Jacobian determinants vary continuously, never vanish, and are positive at ).
23. If is odd and a smooth unit tangent field exists, questions 21–22 make the polynomial (legitimate: by question 1) agree with near ; two smooth functions agreeing near with one a polynomial force to be that polynomial on all of . But if with , unique factorization in (Chapter 2) gives the irreducible an even multiplicity in and the odd multiplicity in : impossible. So no smooth unit tangent field exists on for odd — the even-dimensional spheres. Finally, a merely continuous nowhere-vanishing tangent field would produce one: extend it to a neighborhood by , mollify componentwise (Theorem 12.9) to a smooth with , project tangentially — on this changes by at most its normal component, itself at most since is tangent, so and never vanishes on — and normalize: is a smooth unit tangent field. Hence on every even-dimensional sphere, every continuous tangent field has a zero: every wind on Earth leaves a calm point.
24. : tangent; : unit. Smoothness is clear (linear map). So every odd-dimensional sphere carries a smooth unit tangent field — multiplication by along the complex lines — and question 23’s obstruction is exactly the parity of the dimension. In the polynomial argument, for even the function is a polynomial, and no contradiction arises: the proof does not merely fail to apply, its conclusion is genuinely false, as witnesses.
25. Suppose never vanishes on . Then is continuous , and Brouwer (question 16) provides . Since takes values in , , and
contradicting the boundary hypothesis. So has a zero. Surjectivity: given , apply the above to on a ball with so large that on the sphere of radius (coercivity); then there (Cauchy–Schwarz), and the rescaled statement gives a zero of : . Every coercive continuous field is onto — the degree-free shadow of the variational existence theorems, delivered by pure topology.