Tautological bundle Created 2026-09-24 Updated 2026-10-14
The tautological bundle over a projective space has as its fiber over a line precisely that line. The real tautological line bundle over has first Stiefel-Whitney class equal to the degree-one generator.
Orientation of a vector bundle Created 2026-09-24 Updated 2026-10-14
This is a fiberwise orientation compatible with local trivializations of a vector bundle. An -orientation of a rank- vector bundle is a coherent choice of generator of for every fiber, equivalently a Thom class with the corresponding fiberwise restriction.
Tensor product of vector bundles Created 2026-09-24 Updated 2026-09-28
The tensor product of vector bundles is formed fiberwise. Tensor products of local trivializations have transition functions given by tensor products of the original transition matrices.
Growth bound for homogeneous linear classifiers Created 2026-09-24 Updated 2026-09-24
The signs of homogeneous linear forms on have VC dimension at most . The Sauer-Shelah growth bound therefore gives
Quadratic feature map Created 2026-09-24 Updated 2026-09-24
The map embeds homogeneous quadratic forms in a linear function space of dimension .
VC dimension upper bound for Euclidean balls Created 2026-09-24 Updated 2026-09-24
The indicators of closed Euclidean balls in have VC dimension at most . Indeed,
where
belongs to the span of .
Hamiltonian field equation Created 2026-09-24 Updated 2026-09-24
For a complex field , the canonical Hamiltonian evolution convention
is accompanied by its complex conjugate equation.
Color-focused arithmetic progression Created 2026-09-24 Updated 2026-09-24
Several monochromatic arithmetic progressions are color-focused when they have different colors and extend by one further term to the same point. Such focused families give an elementary induction proof of the length-three case of the Van der Waerden theorem.
Strengthened Van der Waerden theorem Created 2026-09-24 Updated 2026-10-05
For all positive integers , some has the following property: every -coloring of contains for which
is monochromatic. Thus the common difference has the same color as the progression.
Bogoliubov transformation Created 2026-09-24 Updated 2026-10-07
A Bogoliubov transformation is a canonical transformation of mode operators mixing creation operators and annihilation operators. It diagonalizes quadratic Hamiltonians or relates different vacuum descriptions. Bosonic and fermionic canonical bracket constraints differ. A nonzero creation-mixing coefficient makes its vacuum contain particles relative to the original mode decomposition.
Expected utility maximization Created 2026-09-24 Updated 2026-10-14
Expected utility maximization chooses an admissible random payoff to maximize .
Representation of the circle group Created 2026-09-24 Updated 2026-10-14
Every finite-dimensional continuous complex representation of is unitary and decomposes into one-dimensional weight spaces. Its continuous one-dimensional characters are for .
Unitarization of a compact-group representation Created 2026-09-24 Updated 2026-09-24
For a compact group with normalized Haar measure, averaging any positive-definite Hermitian form,
produces an invariant positive-definite Hermitian form.
Unitarization of a finite-group representation Created 2026-09-24 Updated 2026-09-24
Average a positive-definite Hermitian form over a finite group and choose an orthonormal basis for the averaged form. In that basis every representing matrix is unitary.
Multiplicative group of integers modulo n Created 2026-09-24 Updated 2026-10-06
The multiplicative group of integers modulo consists of the residue classes coprime to . It has order .
Dedekind factorization theorem Created 2026-09-24 Updated 2026-10-14
If and the minimal polynomial of factors modulo a rational prime as
then
and the prime ideal has norm .
This gives an explicit instance of unique factorization of ideals in a number field.
Origin in a triangle of three radial random points Created 2026-09-24 Updated 2026-09-24
For three independent points from any rotationally symmetric planar distribution with nonzero radii, the origin lies in their triangle exactly when their three angles do not all lie in one semicircle. Three independent uniform angles have this property with probability .
Infinite unicity distance from a source symmetry Created 2026-09-24 Updated 2026-09-24
If distinct keys transform every ciphertext into equally probable plaintexts through a probability-preserving source symmetry, key equivocation never vanishes and unicity distance is infinite.
Source redundancy in cryptanalysis Created 2026-09-24 Updated 2026-09-24
For ciphertext alphabet and source entropy , each symbol has redundancy , leading in Shannon's ideal model to .
Key equivocation Created 2026-09-24 Updated 2026-10-03
Key equivocation is the conditional entropy remaining about a key after observing ciphertext symbols.

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