Math 2.0

Theorem · Differential geometry

Lichnerowicz vanishing theorem

Positive scalar curvature is incompatible with certain topological invariants of spin manifolds. The theorem shows that if the A^\hat{A}-genus of a spin manifold is not zero, no metric on it can have positive scalar curvature everywhere. The proof is short: positive curvature forces the Dirac operator to have no kernel, and the index theorem turns this into a statement about topology.

Builds on Dirac operator on a spin manifold, Lichnerowicz formula, Spin structure, Scalar curvature

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Lemma · Harmonic analysis on Euclidean spaces

Calderón–Zygmund lemma

The lemma splits space into a part where ff is small, at most α\alpha, and a collection of cubes where ff is large on average, but not too large. The large part occupies little volume, at most ∥f∥L1/α\norm{f}_{L^1}/\alpha. It is the basic tool for studying functions that are only integrable, without any better bound.

Builds on Lebesgue measure, Lebesgue integral

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Problem · Calculus of variations and optimal control; optimization

Homicidal chauffeur problem

A driver in a car tries to run over a pedestrian in a large empty parking lot. The car is faster, but it cannot turn sharply, while the pedestrian can change direction at will. The question is when the driver can be sure to succeed, and how both should move. It is a classical test problem for the theory of pursuit and evasion.

Builds on Differential game

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Concept · Group theory and generalizations

Cayley table

A Cayley table of a finite set with a binary operation is a square table. It shows the result of the operation for each pair of elements. For a finite group, it shows the full multiplication of the group.

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Theorem · Operator theory

Toeplitz–Hausdorff theorem

Feed a unit vector xx into TT and measure how much of TxTx points back along xx; that complex number is ⟨Tx,x⟩\ip{Tx}{x}. The set of all these numbers is the numerical range. The theorem says that this set is convex: the segment between any two of its points lies inside it.

Builds on Numerical range, Hilbert space, Convex set

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Concept · Linear and multilinear algebra; matrix theory

Kernel of a linear map

The kernel of a linear map is the set of vectors that the map sends to zero. It is a subspace of the domain.

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Example · Field theory and polynomials

Real closed field

Real closed fields are the fields that behave like the real numbers for all algebraic purposes. Every positive number has a square root and odd-degree polynomials always have a root. Take any statement written with ++, ⋅\cdot, << and quantifiers over the elements of the field. Model theory shows that it is true in a real closed field exactly when it is true in ℝ\R.

Builds on Ordered field, Field, Quantifier elimination for real closed fields, Real numbers

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Concept · Number theory

Hilbert symbol

The Hilbert symbol answers a yes-or-no question: does a certain quadratic equation have a nonzero solution in the field? Over the real numbers, z2=ax2+by2z^2 = a x^2 + b y^2 has a nonzero solution unless both aa and bb are negative. So (a,b)ℝ=−1(a, b)_\R = -1 exactly when a<0a < 0 and b<0b < 0. Over ℚp\Q_p the answer depends on Legendre symbols modulo pp, and it can be computed by a short formula.

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Proposition · Probability theory and stochastic processes

Multiplication rule

To find the chance that several things all happen, take them one at a time. Multiply the chance of the first by the chance of the second given the first. Then multiply by the chance of the third given the first two, and so on.

Builds on Conditional probability

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Concept · Commutative algebra

Ext functor

Applying Hom⁡(−,N)\Hom(-, N) to a short exact sequence loses exactness on the right. The Ext groups record exactly what is lost, in a long sequence of correction terms. To compute them, replace MM by a projective resolution, apply Hom⁡(−,N)\Hom(-, N), and take cohomology. For example, Ext⁡ℤ1(ℤ/nℤ,ℤ)≅ℤ/nℤ\operatorname{Ext}^1_\Z(\Z/n\Z, \Z) \cong \Z/n\Z, which reflects the extension 0→ℤ→nℤ→ℤ/nℤ→00 \to \Z \xrightarrow{n} \Z \to \Z/n\Z \to 0 that does not split.

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