math

category

A category is a mathematical structure consisting of objects and morphisms that relate them.
4 related articles · 4 formulas

Description

Formally, a category is defined by a class of objects and, for each pair of objects, a set of morphisms (arrows representing admissible transformations) with a composition operation. Composition is associative: if you apply arrows f, then g, then h, it does not matter whether you group them as h after (g after f) or as (h after g) after f. For each object, there is an identity arrow that leaves it unchanged. The essence of the theory is to ignore the internal structure of objects and focus on the connections between them, providing a universal language for constructing such things as the product of objects (a way to combine two objects) or the colimit (a way to merge information from several objects).

History

Categories emerged in the work of Samuel Eilenberg and Saunders Mac Lane (1942–1945) on the axiomatization of natural transformations in algebraic topology. In the 1950s–60s, Alexander Grothendieck rebuilt algebraic geometry in categorical language and introduced the notion of a topos. William Lawvere developed categorical logic. Since the 1980s, categories have been actively applied in computer science (e.g., monads in functional programming). In the 21st century, applications appeared in quantum physics (categorical quantum mechanics) and type theory.

How it works

The work is based on the axioms of composition and universal properties. For example, the product of objects A and B in a category is defined not by construction but by a property: it is an object P with a pair of projections p₁: P→A, p₂: P→B, such that for any object X with morphisms f: X→A and g: X→B, there exists a unique morphism h: X→P making the diagram commute. This allows proving theorems without referring to the elements of objects. The principle of duality (reversing all arrows) doubles the number of provable statements.

In practice

This approach facilitates the transfer of ideas between different branches of mathematics. In computer science, categories are used for strict type checking of programs, and in physics, for modeling quantum computations.

Fun fact

Category theory is sometimes jokingly called 'abstract nonsense', emphasizing its extreme generality, which nonetheless has provided a rigorous foundation for many areas of mathematics.

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Formulas

$$w_1 a + w_2 b$$
Combines values with weights summing to one.
What is in the formula
w_1variableweight for a — weight
avariablefirst value
w_2variableweight for b — weight
bvariablesecond value
f_{{nov-aug}}(x)=w*f(x)+(1-w)*ρ(x,a) · 2607.00761
$$\mathrm{Var}(X + Y) = \mathrm{Var}(X) + \mathrm{Var}(Y)$$
Variance of sum equals sum of variances for independent variables.
What is in the formula
Xvariablefirst random variable — random variable
Yvariablesecond random variable — random variable
Var(X)variablevariance of X — variance
Var(Y)variablevariance of Y — variance
Var(X+Y)variablevariance of the sum X+Y — variance
{var}(ω)={var}(e_{n_1}^{m+q_1})+{var}(e_{n_2}^{m+q_2}) · 2505.02040v2
$$\pi_1(U) \cong (\mathbb{Z}/2\mathbb{Z})^r$$
The fundamental group of an open set is isomorphic to a product of r copies of Z/2Z.
What is in the formula
Uvariableopen set (topological space) — topological space
rvariablenumber of independent Z/2Z factors — rank
π_1(u)\cong(\mathbb{z}/2\mathbb{z})^r · 2607.00337
$$|X| < \operatorname{cf}(\kappa)$$
The cardinality of a set is less than the cofinality of a cardinal.
What is in the formula
Xvariablea set — set
κvariablea cardinal number — cardinal number
|X|operatorcardinality of the set X — cardinality
cf(κ)operatorcofinality of the cardinal κ — cofinality
|x|<\operatorname{cf}(\mathfrak{c}) · 2607.01068

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