Method
Conformal mappings
Adapted
An analytic map with non-vanishing derivative turns and rescales a small figure without distorting it, Mobius maps carry circles and lines to circles and lines, and a harmonic function composed with such a map stays harmonic — which is how an awkward two-dimensional Laplace problem is transported to a geometry one can solve by inspection.
Prerequisites: Analyticity and the Cauchy-Riemann equations, Complex numbers and elementary functions
What it means. Analytic functions are rigid in a very useful way. Near a point where , the map does to a small figure exactly what multiplication by the single complex number does: it turns it through and scales it by . Every direction is turned by the same angle and every length scaled by the same factor, so angles between curves survive and small shapes are reproduced, merely rotated and resized. That is all "conformal" means.
Two consequences make it a working tool rather than a curiosity. First, a harmonic function pulled back through an analytic map is still harmonic, and a level set is still a level set, so a solved Laplace problem in one region becomes a solved Laplace problem in every region analytically equivalent to it. Second, the simplest non-trivial analytic maps — the Mobius maps — move circles, lines, half-planes and disks around freely, and the power and exponential maps open and close corners. Between them they reach most of the two-dimensional geometries that electrostatics and ideal fluid flow actually present.
Let be open, let be continuous, and let . Let be smooth arcs in through with non-vanishing tangents there, and let be their images under , that is .
The map is conformal at if, for every such pair, the image arcs have non-vanishing tangents at and the angle from to there equals the angle from to at , including its sign. A map is conformal on if it is conformal at every point of ; it is a conformal equivalence of onto if in addition it is a bijection of onto .
If the angles come out equal in size but reversed in sign, the map is called indirectly conformal; is the basic example.
A clash of definitions, worth knowing about. This is the sense used by Hassani (p. 305), for whom a conformal mapping is one under which the angle at which two given curves cross is unchanged, and by Ahlfors (p. 73), who says that is conformal at every point where . Riley, Hobson and Bence (pp. 839-840) reserve the word for something else: for them a mapping is conformal when and its inverse are both analytic apart from isolated points, that is, when it is a conformal equivalence in the above language, with the isolated bad points tolerated. Their properties (i)-(iv) are then stated with the exception clause "except at points at which , and hence , is zero or infinite" attached — quoted as printed, although was introduced one page earlier as the inverse , a function of . The two usages agree wherever is injective with , which is the only situation in which either is used below; this unit follows the pointwise definition and says "conformal equivalence" when bijectivity is meant.
Let be analytic on an open set and let with . Then:
- Angles. is conformal at . More precisely, every smooth arc through with non-vanishing tangent has an image arc whose tangent direction at is the original tangent direction turned through — the same angle for every arc.
- Lengths. , so the local change of scale is in every direction.
- Areas. For a set with area and on which is injective, : the local area factor is .
- Local invertibility. is injective on some neighbourhood of , and the inverse is analytic there with derivative at .
A partial converse holds. Suppose has continuous first partial derivatives on . If preserves angles at every point in the above sense, then and satisfy the Cauchy-Riemann equations, so is analytic. If instead only the isotropy of the scale change is assumed, then at each point either the Cauchy-Riemann equations hold or the conjugate equations do, so is locally either analytic or the conjugate of an analytic function. Ahlfors derives both statements from the same circle argument (p. 74).
A smooth arc is described by , and its image by . The chain rule gives the image tangent as a product,
and multiplication of complex numbers adds arguments and multiplies moduli. So at every tangent vector is turned by the one angle and stretched by the one factor , no matter which arc it belonged to. A difference of two turned angles is the difference of the original two: that is conformality. The converse direction is the same identity read backwards: the most general real-linear map of the plane is , and such a map turns all directions by one angle only when , which is the Cauchy-Riemann condition.
Write .
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Since is analytic and differentiable, . Both factors are non-zero — by hypothesis and because the arc was assumed to have a non-vanishing tangent — so and the image arc has a tangent at . Taking arguments,
The added term does not depend on the arc. Applying this to two arcs and subtracting, the angle between the image tangents equals the angle between the original tangents, with its sign, which is claim 1.
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Claim 2 is the definition of the derivative with moduli taken: .
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For claim 3, regard as the real map . The change-of-variables formula gives . By the Cauchy-Riemann equations and , so the Jacobian determinant is , which is already non-negative. Hence the area factor is , as claimed. (This is also why a conformal map cannot reverse orientation: its Jacobian determinant is a square.)
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Claim 4 is the inverse function theorem of real calculus applied to the same real map: the Jacobian determinant at is , so is a diffeomorphism of a neighbourhood of onto a neighbourhood of . Writing for the inverse and differentiating along any direction shows is complex-differentiable with .
For the converse, let in . Continuity of the partials makes real-differentiable, and the real derivative can always be written
Take and divide by : the leading behaviour of the quotient is , which as runs over traces the circle of centre and radius twice. Angle preservation requires the argument of that quotient to be independent of , and the argument is constant on a circle only if the circle degenerates to a point, that is : this is , the Cauchy-Riemann equations in complex form. Isotropy of the scale change requires instead the modulus to be independent of , and the modulus is constant on a circle only if or the centre is the origin, giving (analytic) or (conjugate of analytic).
- is what makes angles survive. It enters claim 1 twice: to give the image arc a tangent at all, and to make a well-defined turning angle. Where the angle is not merely undefined, it is genuinely wrong. If has a zero of order at , then with , and an angle at opens into an angle at . The cleanest case is at the origin: and , so the first quadrant becomes the upper half-plane and the right angle at the origin is flattened to . Riley, Hobson and Bence make exactly this point (p. 878) about the maps and they use: because is or at the origin, no angle statement is violated there. Riley, Hobson and Bence call the points where the critical points of the transformation (p. 841), because the rotation angle is undefined there.
- Conformality is local; it is not injectivity. can be non-zero throughout and still fold over itself, as does on the annulus , or on any horizontal strip of height more than . Claim 4 gives injectivity only on some neighbourhood of each point; Ahlfors illustrates the global failure with a region whose image covers part of itself twice (p. 75), the picture that motivates a Riemann surface.
- The sign of the angle needs analyticity, not merely conjugate-analyticity. preserves every angle in size and reverses every one in sense, and it preserves lengths exactly. It fails the definition above, and it is indeed not analytic. This is why the partial converse has two branches: isotropy of scale alone cannot tell from .
- Continuity of the partials is needed for the converse, not for the forward direction. Without some regularity, pointwise angle preservation at a single point is too weak to force differentiability, which is why Ahlfors assumes and continuous before running the circle argument.
A Mobius transformation (Ahlfors: linear transformation; Hassani: homographic transformation) is a map of the extended plane of the form
with the conventions and when , and when . These are the values the formula tends to, so is continuous on with its spherical topology.
Three facts follow at once from the formula.
- Bijectivity. has the inverse , again of the same form with the same non-zero determinant, so is a bijection of onto itself. Away from and it is analytic with , hence conformal there. (The condition is exactly what keeps from collapsing to a constant.)
- Group. Composition corresponds to multiplication of the coefficient matrices , so the Mobius transformations form a group; multiplying all four coefficients by the same non-zero scalar leaves unchanged, and normalising still leaves the choice of an overall sign.
- Decomposition. If , division gives so is a translation, then the inversion , then a multiplication by a constant (a rotation composed with a scaling), then another translation. If then and no inversion is needed.
For distinct , the cross ratio is the value at of the unique Mobius transformation carrying to in that order. When none of the three is ,
and when one of them is the two factors containing it are deleted.
Convention warning. Which of the four arguments goes to , and , and in which order, differs between books; the formula above is the one in Ahlfors, §3.2. Any statement below involving a cross ratio is stated for this convention, and a reader importing a formula from elsewhere should check it on the three values , where this one must give .
Call a circle in the extended sense either a Euclidean circle in or a Euclidean line together with the point . (On the Riemann sphere both are genuine circles, which is the justification for the single word.) Let be a Mobius transformation.
- Invariance of the cross ratio. For any four distinct points of ,
- Three points determine the map. Given distinct and distinct in , there is exactly one Mobius transformation with for , and it is obtained by solving for . In particular a Mobius transformation with three fixed points is the identity.
- Circles go to circles. carries every circle in the extended sense onto a circle in the extended sense. Consequently it carries each of the two complementary discs (or half-planes) bounded by such a circle onto one of the two bounded by the image circle.
- Reality test. is real exactly when the four points lie on one circle in the extended sense.
Statement 2 is bookkeeping: a cross ratio is the map that normalises three points to , so saying two cross ratios agree says that one normalising map followed by the inverse of the other sends each to . Statement 1 then follows because normalises and so must be . For statement 3 the trick is not to attack at all. Instead, note that circles and lines have a single equation in and , check that each of the three elementary pieces of the decomposition preserves the shape of that equation, and compose.
Statement 2. Let be the Mobius transformation and the one ; both exist, because the decomposition in the definition shows the explicit formula is a Mobius transformation, and both are invertible. Then is a Mobius transformation with , because sends to whichever of is the th, and sends to that same one. If both do this then fixes ; a Mobius transformation fixing three points has , a polynomial of degree at most , with three distinct roots in , so it vanishes identically and is the identity. Hence is unique.
Statement 1. Put . The map is a Mobius transformation sending to , so by the uniqueness just proved is the cross-ratio map . Evaluating both at gives .
Statement 3. Every circle in the extended sense is the solution set of
together with when . Indeed, for division by and completing the square turn into , a circle of positive radius; for the equation is with , a line. Conversely every circle and every line can be written this way.
Now take the three elementary maps of the decomposition in turn and substitute.
- Translation , i.e. . Expanding regroups into with and , both of the required type ( real). The quantity is unchanged by a direct computation, so it stays positive.
- Multiplication with , i.e. . Substituting and multiplying by gives , again of the form with , , and .
- Inversion , i.e. . Substituting into and multiplying through by gives which is with , , ; and . So inversion preserves the family, swapping the roles of the coefficient and the constant — which is exactly why it can turn a circle through the origin () into a line () and back. Hassani runs this computation in the concrete form and finds a circle unless , that is unless the original circle passes through the origin, in which case the image is a line.
Since is a composition of maps of these three kinds, it preserves the family . A circle in the extended sense separates into two connected pieces; is a homeomorphism of , so it maps those two pieces homeomorphically onto the two pieces cut out by the image circle, which gives the last sentence of statement 3.
Statement 4. By statement 2 choose with ; then by definition, and by statement 1 the question "is the cross ratio real?" is the question "does lie on ?". The four points lie on a common circle in the extended sense if and only if their images do, by statement 3 applied to and to ; and already determine that circle to be , since three distinct points lie on exactly one circle in the extended sense. So the four points are concyclic exactly when , which is the claim.
Let be analytic, with open, and let be twice continuously differentiable. Then
where . In particular:
- If is harmonic on , then is harmonic on — with no hypothesis on at all.
- If is in addition a conformal equivalence of onto , the correspondence is a bijection between the harmonic functions on and those on .
- Level sets correspond: . So if takes the constant value on a boundary arc , and extends continuously to , then takes the value on .
- Where for an analytic on , we may take , and then the gradient magnitudes are related by .
Riley, Hobson and Bence reach claim 1 by the route with : an analytic function of an analytic function is analytic, and the real and imaginary parts of an analytic function are harmonic (their Eqs. (24.28)-(24.29)). They note separately (p. 876, footnote) that the solution being transported need not be given as the real part of an analytic function. Hassani states claim 1 as part (b) of Proposition 10.3.1, phrased as the preservation of harmonicity in passing from the coordinates to the image coordinates ; the symbol it uses for the function being transported is the same one its hypotheses give to the mapping, and what the book then puts to work in its examples is claim 1 above, with an arbitrary harmonic function carried along.
One identity does everything, and it is cleanest in the Wirtinger derivatives and , in which . Analyticity of says and : carries no dependence. So in the chain rule for the mixed terms drop out, and what survives is the single factor . The factor is non-negative, so it cannot create or destroy the vanishing of the Laplacian — which is why claim 1 needs nothing about , while the inverse direction (claim 2) needs to be invertible.
Write and , so that (expand the product: the cross terms cancel). For a function of and the chain rule along an analytic reads
because (that is the Cauchy-Riemann condition, see Analyticity and the Cauchy-Riemann equations) and . Applying the same rule to gives .
Now take and compose the two steps:
The second term vanishes: is analytic, so is anti-analytic and . Multiplying by and using ,
which is the identity. Claim 1 is immediate. For claim 2, apply claim 1 to and to the analytic inverse (analytic by claim 4 of the conformality statement, since a conformal equivalence has throughout: a zero of of order would make locally -to-one, contradicting injectivity); the two compositions are mutually inverse. Claim 3 is set theory: exactly when . For claim 4, is analytic, so is harmonic and equals ; and for an analytic with one has , because by the Cauchy-Riemann equations. Applying this to and using gives the stated product.
Given: a region and a function prescribed on ; wanted: the harmonic on with those boundary values. (The physical content is in Harmonic functions; here is a cross-section of a cylindrically symmetric three-dimensional problem, so that the third coordinate drops out.)
- Normalise the geometry. Place the origin and axes so that the boundary pieces lie along rays, lines or circles. Note where the data change value: those points will be the ones you have to track through every map.
- Choose a model region whose Dirichlet problem you can already solve: the upper half-plane and the unit disk (Poisson integral formula), the horizontal strip, the sector.
- Build the map as a composition of standard pieces, following the boundary rather than the interior:
- , : translate, rotate, rescale.
- with (, ): the sector onto the sector . Ahlfors states the restriction as a necessary one — the mapping is one to one only if — and in that case the one sector is mapped onto the other (p. 90). Use to open a wedge of opening into a half-plane.
- : the strip with onto the sector ; and the other way.
- Mobius maps: half-plane disk, disk disk, and any three boundary points to any three. For the upper half-plane onto the unit disk with a chosen interior point going to the centre, use , which has exactly because an interior point is nearer to than to its reflection (Riley, Hobson and Bence, p. 842); fix by prescribing the image of one boundary point. Check each piece on the boundary points identified in step 1, and keep a branch of or fixed once and for all.
- Transport the data. The value prescribed at is the value prescribed at . Constants stay constant (claim 3 of the transport statement); a non-constant profile gets reparametrised, which is where a map that is simple on the boundary pays off.
- Solve in the model region — by inspection if the data are piecewise constant on rays or arcs, otherwise by the Poisson integral or a known complex potential.
- Pull back: . If you want the field as well, carry the analytic potential with across instead, and read the field magnitude off .
- Check. Verify the boundary values on each piece directly in the variable; verify harmonicity by exhibiting as the real or imaginary part of something analytic; and locate the points where or , since the field, though not the potential, typically misbehaves there.
The method of the previous block only needs a map to exist. Two results say when it does.
Riemann mapping theorem (Ahlfors, Ch. 6, Theorem 1, p. 230). Let be a simply connected region that is not the whole plane, and let . There is a unique analytic on with and that maps one-to-one onto the disk . Hence any two such regions are conformally equivalent, through the disk. The theorem is an existence statement — Ahlfors's proof takes to be the member of a normal family with the largest derivative at — and it hands you no formula, which is why one still composes elementary maps by hand.
Two caveats the hypotheses carry. Simply connected is essential: an annulus is not conformally equivalent to a disk, and two annuli are equivalent only when their radius ratios agree, so the conformal type of a multiply connected region has moduli. Not the whole plane is essential too: by Liouville's theorem (Liouville's theorem and the maximum modulus principle) a bounded analytic function on is constant, so admits no bounded injective analytic map at all.
Schwarz-Christoffel formula (Riley, Hobson and Bence, Eq. (24.30), p. 843). For a polygon the map can be written down. Given points on the real axis and interior angles ,
sends bijectively to the inside of a closed polygon; the vertex is the image of , and the angle of the polygon at is . Each factor contributes a turn of — the exterior angle at that vertex — as passes along the real axis, since drops from to there and the exponent multiplies that drop by ; this is how the corners are produced. The constants and are a rotation-with-scaling and a translation of the polygon. The prices paid are that the corresponding to a prescribed polygon must be found numerically, and that the integral is rarely elementary.
Steady temperature in a half-disk. Let
be the cross-section of a long half-cylinder. The flat face is held at (the diameter ) and the curved face at (the arc , ). Find the steady temperature inside, and its value at .
Step 1: a Mobius map to a quadrant. Try
Follow the boundary. It sends , and ; three points of the circle , so by statement 3 the diameter lands in , and because the open diameter lands in the positive real axis. For the arc, put with and pull out a half-angle:
and for , so the arc lands in the positive imaginary axis. The two boundary pieces of therefore go to the two edges of the first quadrant. The whole unit circle therefore goes to the imaginary axis together with (it contains as well), and is one of the four connected pieces into which the unit circle and the real axis cut . Since is a homeomorphism of and lies in the open first quadrant, maps onto
Step 2: square the quadrant into a half-plane. doubles arguments, so it maps () onto the upper half-plane , carrying the positive real axis to the positive real axis and the positive imaginary axis to the negative real axis. Note : the corner of is flattened. That is harmless, because .
Step 3: transport the data and solve. The composite sends the diameter () to and the arc () to . In the upper half-plane the harmonic function with those two constant values is
harmonic because with analytic off the non-positive real axis, and equal to on , to on by inspection.
Step 4: pull back. For we have , so with no branch ambiguity, and
with the principal argument. In real coordinates, , whose real part is positive on the disk, so
Step 5: the number. At : and , so the argument of the arctangent is and
Through the maps: , then , and , giving , the same.
Step 6: checks.
- Boundary. On , : , so . Approaching from inside with : the denominator while stays positive, so the arctangent tends to and . Both faces are right.
- Harmonicity. , and is analytic on with values in the right half-plane, where is analytic; so is the imaginary part of an analytic function, hence harmonic. A finite-difference Laplacian at with step gives , consistent with zero at that step size.
- A spot value. , between and as a maximum principle requires.
- The corner points. blows up at and at (that is ). Both are the two points where the boundary data jump, and has no limit there — as it should not, since the two faces meet at a corner carrying two different temperatures.
(The value , the spot value and the finite-difference Laplacian were computed in double and in -digit arithmetic and agree.)
Corners decide how big the field gets. The power map is not just a device for simplifying a region; the exponent it carries is a physical prediction. Let the region near a corner be the wedge with both faces grounded, . Apply , which opens into the upper half-plane; the harmonic functions there vanishing on the whole real axis and growing slowest are multiples of . Pulling back,
The exponent changes sign at . At a convex corner () the field goes to zero; at a re-entrant corner () it blows up, and at the extreme — the edge of a thin conducting sheet, or the tip of a crack — it grows like . This is the reason high-voltage hardware has rounded edges, the reason lightning rods are pointed, and, with the displacement field replaced by stress, the inverse-square-root singularity at a crack tip that linear elastic fracture mechanics is built on. One conformal map gives the exponent in all these cases, and gives it exactly.
Where else it is used.
- Electrostatics and magnetostatics in two dimensions. Riley, Hobson and Bence transport the field of a charged plane to a charged half-plane and to a right-angled wedge with and (pp. 877-878), and combine a wedge map with the method of images to place a line charge in a conducting wedge (p. 878). Hassani maps the outside of two parallel cylinders at different potentials onto an annulus with a single inversion , where the potential is a logarithm of the radius, and so obtains in closed form the potential around two charged cylinders held at different potentials (pp. 307-308).
- Ideal fluid flow. The complex potential of a uniform stream, , pulled back by the Joukowski map , is the classical flow past a circular cylinder; pulled back by a Joukowski map off-centred, it is the flow past an aerofoil, which is how two-dimensional lift was first computed.
- Steady heat conduction and diffusion. The temperature problem of the worked example is the same mathematics with a temperature and a heat flux; conformal mapping gives shape factors for conduction through awkward cross-sections.
- Mathematics downstream. Conformal invariance of the Dirichlet integral — immediate from the area factor cancelling the gradient factor — is what makes harmonic measure, hyperbolic geometry on the disk and two-dimensional critical phenomena conformally invariant theories.