Math 2.0

Concept · Functions of a complex variable

Teichmüller space

A closed surface of genus gg, like a doughnut with gg holes, can be given many different shapes as a Riemann surface. The moduli space lists these shapes up to isomorphism, but surfaces with extra symmetries make it an orbifold rather than a manifold. Teichmüller space adds a marking, a way of naming the loops on the surface, which removes this problem. For genus 11 a marked torus is ℂ/(ℤ+τℤ)\C / (\Z + \tau \Z) with τ\tau in the upper half-plane, and T1T_1 is the upper half-plane itself.

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Proposition · Numerical analysis

Tanh-sinh quadrature

Tanh-sinh quadrature stretches the interval (−1,1)(-1, 1) to the whole real line with a clever change of variable. After the change, the function to be integrated dies off extremely fast at both ends, even if the original one blew up at an endpoint. Then the simplest rule, adding equally spaced samples, gives an excellent answer.

Builds on Numerical integration, Trapezoidal rule

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Concept · Group theory and generalizations

Semidirect product

A semidirect product builds a group from a group NN and a group HH that acts on NN by automorphisms. It generalises the direct product, and NN becomes a normal subgroup of the result.

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Concept · Differential geometry

Total curvature

Walk once around a closed path and add up all the turning you do, ignoring left and right. That sum is the total curvature. Walking once around a circle you turn by a full turn, so the total curvature is 2π2\pi. A wiggly path makes you turn back and forth, and the total grows.

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Theorem · Functions of a complex variable

Carathéodory's theorem on boundary extension

The Riemann mapping theorem gives a conformal map from the disc onto any proper simply connected region, but it says nothing about the edge. Carathéodory's theorem says that if the edge of the region is a simple closed curve, the map behaves well up to the edge. The circle is then mapped continuously and one-to-one onto the boundary curve.

Builds on Conformal map, Unit disc, Riemann mapping theorem, Homeomorphism

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Concept · Mathematical logic and foundations

Modal logic

Ordinary logic says whether a statement is true. Modal logic can also say whether it must be true, or could be true. The formula □p\square p says "pp is necessary", and ◊p\lozenge p says "pp is possible". For example, □p→p\square p \to p says "what is necessary is true", which holds for necessity but fails if □\square means "it is believed that".

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Concept · Numerical analysis

Galerkin method

The true solution lives in an infinite-dimensional space of functions. The Galerkin method picks a few simple functions, such as polynomials or piecewise linear "hat" functions, and looks for the best combination of them. "Best" means that the equation holds when tested against each of the chosen functions. This gives as many equations as unknown coefficients, which a computer can solve.

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Example · Group theory and generalizations

Lamplighter group

Picture an infinite street of lamps, one at each integer, and a lamplighter walking along it. A state is a finite set of lit lamps and a position of the lamplighter. The two moves are: walk one step, or switch the lamp where you stand. Combining moves is the group operation. This simple group is a standard source of examples and counterexamples in geometric group theory.

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Concept · Harmonic analysis on Euclidean spaces

Orthogonal polynomials

Two polynomials are orthogonal for a weight if the integral of their product against the weight is zero. Start with 1,x,x2,…1, x, x^2, \dots and straighten them one at a time so that each is orthogonal to all earlier ones. The result is a list of polynomials, one of each degree, that act like perpendicular axes in a space of functions. For the plain weight on [−1,1][-1, 1] one gets the Legendre polynomials 11, xx, 12(3x2−1)\frac12(3x^2 - 1), and so on.

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Theorem · Potential theory

Wiener's criterion

Whether a boundary point is good for the Dirichlet problem depends on how much of the outside of the set lies near that point. Wiener's criterion measures this outside part in rings around the point, using capacity, the electrical size of a set. If the rescaled sizes of the rings add up to infinity, the point is regular; otherwise it is irregular.

Builds on Regular boundary point, Capacity of a set, Open set, Boundary

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Concept · Harmonic analysis on Euclidean spaces

Biorthogonal wavelet

With an orthonormal wavelet, the same function is used to measure a signal and to rebuild it. A biorthogonal wavelet splits these two jobs between two different functions, an analysis wavelet and a synthesis wavelet. The two families fit together like a basis and its dual basis in linear algebra: each analysis function sees exactly one synthesis function and is blind to all the others. This extra freedom lets designers make both functions symmetric and short, which avoids visible distortions in compressed images.

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Concept · Sequences, series, summability

Series of functions

A series of functions is an infinite sum of functions defined on a common set. Its convergence is the convergence of its partial sums, pointwise or uniformly. The node series of functions gives the precise definition.

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Concept · Partial differential equations

Mixed-type equation

The type of a second-order equation can change from point to point when its coefficients vary. In the Tricomi equation uyy+y uxx=0u_{yy} + y \, u_{xx} = 0, the upper half plane y>0y > 0 is elliptic and the lower half plane y<0y < 0 is hyperbolic. So in one region the equation behaves like the Laplace equation and in the other like the wave equation. For gas flow past an airplane wing, the flow is slower than sound in one region and faster in another, and this is the physical origin of such equations.

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Concept · Operator theory

Square root of a positive operator

A positive operator behaves like a nonnegative number, so it should have a square root that is again nonnegative. For a diagonal operator with nonnegative entries d1,d2,…d_1, d_2, \ldots, the square root is the diagonal operator with entries d1,d2,…\sqrt{d_1}, \sqrt{d_2}, \ldots. An operator can have many square roots, for instance II and −I-I both square to II, but only one of them is positive.

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Theorem · Number theory

Cassini's identity

The product of the two neighbours of a Fibonacci number differs from its square by exactly 11. The sign alternates: 1⋅3−22=−11 \cdot 3 - 2^2 = -1, then 2⋅5−32=12 \cdot 5 - 3^2 = 1, then 3⋅8−52=−13 \cdot 8 - 5^2 = -1.

Builds on Fibonacci sequence

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Theorem · Calculus of variations and optimal control; optimization

Almgren's regularity theorem

An area-minimizing surface of any dimension, in a space of any dimension, can have singular points where it is not smooth. Almgren's theorem says that these singular points form a set that is small: two dimensions smaller than the surface itself. For two-dimensional surfaces, the singular points are isolated, as for complex curves crossing themselves.

Builds on Integral current, Area-minimizing current, Hausdorff dimension, Riemannian manifold

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Concept · Functional analysis

Injective tensor product

A tensor u=∑ixi⊗yiu = \sum_i x_i \otimes y_i gives a number ∑if(xi)g(yi)\sum_i f(x_i) g(y_i) for each pair of functionals ff and gg. The injective norm is the largest such number when ff and gg have norm at most 11. If XX and YY are spaces of continuous functions on compact spaces KK and LL, the tensor becomes the function (s,t)↦∑ixi(s)yi(t)(s, t) \mapsto \sum_i x_i(s) y_i(t) on K×LK \times L. Then the injective norm is just the maximum of its absolute value.

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