Английская Википедия:Cartesian product

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Файл:Cartesian Product qtl1.svg

Cartesian product <math>\scriptstyle A \times B</math> of the sets <math>\scriptstyle A=\{x,y,z\}</math> and <math>\scriptstyle B=\{1,2,3\}</math>

In mathematics, specifically set theory, the Cartesian product of two sets A and B, denoted AШаблон:Hair space×Шаблон:Hair spaceB, is the set of all ordered pairs Шаблон:Nowrap where a is in A and b is in B. In terms of set-builder notation, that is

<math>A\times B = \{(a,b)\mid a \in A \ \mbox{ and } \ b \in B\}.</math>

A table can be created by taking the Cartesian product of a set of rows and a set of columns. If the Cartesian product Шаблон:Nowrap is taken, the cells of the table contain ordered pairs of the form Шаблон:Nowrap.

One can similarly define the Cartesian product of n sets, also known as an n-fold Cartesian product, which can be represented by an n-dimensional array, where each element is an n-tuple. An ordered pair is a 2-tuple or couple. More generally still, one can define the Cartesian product of an indexed family of sets.

The Cartesian product is named after René Descartes, whose formulation of analytic geometry gave rise to the concept, which is further generalized in terms of direct product.

Set-theoretic definition

A rigorous definition of the Cartesian product requires a domain to be specified in the set-builder notation. In this case the domain would have to contain the Cartesian product itself. For defining the Cartesian product of the sets <math>A</math> and <math>B</math>, with the typical Kuratowski's definition of a pair <math>(a,b)</math> as <math>\{\{a\},\{a,b\}\}</math>, an appropriate domain is the set <math>\mathcal{P}(\mathcal{P}(A\cup B))</math> where <math>\mathcal{P}</math> denotes the power set. Then the Cartesian product of the sets <math>A</math> and <math>B</math> would be defined as <math display=block>A\times B=\{x\in\mathcal{P}(\mathcal{P}(A\cup B))\mid\exists a\in A\ \exists b\in B:x=(a,b)\}.</math>

Examples

A deck of cards

Файл:Piatnikcards.jpg

Standard 52-card deck

An illustrative example is the standard 52-card deck. The standard playing card ranks {A, K, Q, J, 10, 9, 8, 7, 6, 5, 4, 3, 2} form a 13-element set. The card suits Шаблон:Nowrap} form a four-element set. The Cartesian product of these sets returns a 52-element set consisting of 52 ordered pairs, which correspond to all 52 possible playing cards.

Шаблон:Nowrap returns a set of the form {(A, ♠), (A, ♥), (A, ♦), (A, ♣), (K, ♠), …, (3, ♣), (2, ♠), (2, ♥), (2, ♦), (2, ♣)}.

Шаблон:Nowrap returns a set of the form {(♠, A), (♠, K), (♠, Q), (♠, J), (♠, 10), …, (♣, 6), (♣, 5), (♣, 4), (♣, 3), (♣, 2)}.

These two sets are distinct, even disjoint, but there is a natural bijection between them, under which (3, ♣) corresponds to (♣, 3) and so on.

A two-dimensional coordinate system

Файл:Cartesian-coordinate-system.svg

Cartesian coordinates of example points

The main historical example is the Cartesian plane in analytic geometry. In order to represent geometrical shapes in a numerical way, and extract numerical information from shapes' numerical representations, René Descartes assigned to each point in the plane a pair of real numbers, called its coordinates. Usually, such a pair's first and second components are called its x and y coordinates, respectively (see picture). The set of all such pairs (i.e., the Cartesian product Шаблон:Nowrap, with ℝ denoting the real numbers) is thus assigned to the set of all points in the plane.Шаблон:Cn

Most common implementation (set theory)

A formal definition of the Cartesian product from set-theoretical principles follows from a definition of ordered pair. The most common definition of ordered pairs, Kuratowski's definition, is <math>(x, y) = \{\{x\},\{x, y\}\}</math>. Under this definition, <math>(x, y)</math> is an element of <math>\mathcal{P}(\mathcal{P}(X \cup Y))</math>, and <math>X\times Y</math> is a subset of that set, where <math>\mathcal{P}</math> represents the power set operator. Therefore, the existence of the Cartesian product of any two sets in ZFC follows from the axioms of pairing, union, power set, and specification. Since functions are usually defined as a special case of relations, and relations are usually defined as subsets of the Cartesian product, the definition of the two-set Cartesian product is necessarily prior to most other definitions.

Non-commutativity and non-associativity

Let A, B, C, and D be sets.

The Cartesian product Шаблон:Nowrap is not commutative,

<math>A \times B \neq B \times A,</math>

because the ordered pairs are reversed unless at least one of the following conditions is satisfied:

• A is equal to B, or
• A or B is the empty set.

For example:

A = {1,2}; B = {3,4}

A × B = {1,2} × {3,4} = {(1,3), (1,4), (2,3), (2,4)}

B × A = {3,4} × {1,2} = {(3,1), (3,2), (4,1), (4,2)}

A = B = {1,2}

A × B = B × A = {1,2} × {1,2} = {(1,1), (1,2), (2,1), (2,2)}

A = {1,2}; B = ∅

A × B = {1,2} × ∅ = ∅

B × A = ∅ × {1,2} = ∅

Strictly speaking, the Cartesian product is not associative (unless one of the involved sets is empty).

<math>(A\times B)\times C \neq A \times (B \times C)</math>

If for example A = Шаблон:Mset, then Шаблон:Nowrap Шаблон:Nowrap.

Intersections, unions, and subsets

The Cartesian product satisfies the following property with respect to intersections (see middle picture).

<math>(A \cap B) \times (C \cap D) = (A \times C) \cap (B \times D)</math>

In most cases, the above statement is not true if we replace intersection with union (see rightmost picture).

<math>(A \cup B) \times (C \cup D) \neq (A \times C) \cup (B \times D)</math>

In fact, we have that:

<math>(A \times C) \cup (B \times D) = [(A \setminus B) \times C] \cup [(A \cap B) \times (C \cup D)] \cup [(B \setminus A) \times D]</math>

For the set difference, we also have the following identity:

<math>(A \times C) \setminus (B \times D) = [A \times (C \setminus D)] \cup [(A \setminus B) \times C]</math>

Here are some rules demonstrating distributivity with other operators (see leftmost picture):

<math>\begin{align}

      A \times (B \cap C) &= (A \times B) \cap (A \times C), \\
      A \times (B \cup C) &= (A \times B) \cup (A \times C), \\
 A \times (B \setminus C) &= (A \times B) \setminus (A \times C),

\end{align}</math>

<math>(A \times B)^\complement = \left(A^\complement \times B^\complement\right) \cup \left(A^\complement \times B\right) \cup \left(A \times B^\complement\right)\!,</math>

where <math>A^\complement</math> denotes the absolute complement of A.

Other properties related with subsets are:

<math display=block>\text{if } A \subseteq B \text{, then } A \times C \subseteq B \times C;</math>

<math>\text{if both } A,B \neq \emptyset \text{, then } A \times B \subseteq C \times D \!\iff\! A \subseteq C \text{ and } B \subseteq D.</math>

Cardinality

The cardinality of a set is the number of elements of the set. For example, defining two sets: Шаблон:Nowrap and Шаблон:Nowrap. Both set A and set B consist of two elements each. Their Cartesian product, written as Шаблон:Nowrap, results in a new set which has the following elements:

A × B = Шаблон:Mset.

where each element of A is paired with each element of B, and where each pair makes up one element of the output set. The number of values in each element of the resulting set is equal to the number of sets whose Cartesian product is being taken; 2 in this case. The cardinality of the output set is equal to the product of the cardinalities of all the input sets. That is,

Шаблон:Abs = Шаблон:Abs · Шаблон:Abs.

In this case, Шаблон:Abs = 4

Similarly,

Шаблон:Abs = Шаблон:Abs · Шаблон:Abs · Шаблон:Abs

and so on.

The set Шаблон:Nowrap is infinite if either A or B is infinite, and the other set is not the empty set.

Cartesian products of several sets

n-ary Cartesian product

The Cartesian product can be generalized to the n-ary Cartesian product over n sets X₁, ..., X_n as the set

<math>X_1\times\cdots\times X_n = \{(x_1, \ldots, x_n) \mid x_i \in X_i \ \text{for every} \ i \in \{1, \ldots, n\} \}</math>

of n-tuples. If tuples are defined as nested ordered pairs, it can be identified with Шаблон:Nowrap. If a tuple is defined as a function on Шаблон:Nowrap} that takes its value at i to be the ith element of the tuple, then the Cartesian product Шаблон:Nowrap is the set of functions

<math>\{ x:\{1,\ldots,n\}\to X_1\cup\cdots\cup X_n \ | \ x(i)\in X_i \ \text{for every} \ i \in \{1, \ldots, n\} \}.</math>

n-ary Cartesian power

The Cartesian square of a set X is the Cartesian product Шаблон:Nowrap. An example is the 2-dimensional plane Шаблон:Nowrap where R is the set of real numbers: R² is the set of all points Шаблон:Nowrap where x and y are real numbers (see the Cartesian coordinate system).

The n-ary Cartesian power of a set X, denoted <math>X^n</math>, can be defined as

<math> X^n = \underbrace{ X \times X \times \cdots \times X}_{n}= \{ (x_1,\ldots,x_n) \ | \ x_i \in X \ \text{for every} \ i \in \{1, \ldots, n\} \}.</math>

An example of this is Шаблон:Nowrap, with R again the set of real numbers, and more generally Rⁿ.

The n-ary Cartesian power of a set X is isomorphic to the space of functions from an n-element set to X. As a special case, the 0-ary Cartesian power of X may be taken to be a singleton set, corresponding to the empty function with codomain X.

Infinite Cartesian products

It is possible to define the Cartesian product of an arbitrary (possibly infinite) indexed family of sets. If I is any index set, and <math>\{X_i\}_{i\in I}</math> is a family of sets indexed by I, then the Cartesian product of the sets in <math>\{X_i\}_{i\in I}</math> is defined to be

<math>\prod_{i \in I} X_i = \left\{\left. f: I \to \bigcup_{i \in I} X_i\ \right|\ \forall i\in I.\ f(i) \in X_i\right\},</math>

that is, the set of all functions defined on the index set I such that the value of the function at a particular index i is an element of X_i. Even if each of the X_i is nonempty, the Cartesian product may be empty if the axiom of choice, which is equivalent to the statement that every such product is nonempty, is not assumed. <math>\prod_{i\in I}X_i</math> may also be denoted <math>\mathsf{X}</math><math>{}_{i\in I}X_i</math>.

For each j in I, the function

<math>\pi_{j}: \prod_{i \in I} X_i \to X_{j},</math>

defined by <math>\pi_{j}(f) = f(j)</math> is called the jth projection map.

Cartesian power is a Cartesian product where all the factors X_i are the same set X. In this case,

<math>\prod_{i \in I} X_i = \prod_{i \in I} X</math>

is the set of all functions from I to X, and is frequently denoted X^I. This case is important in the study of cardinal exponentiation. An important special case is when the index set is <math>\mathbb{N}</math>, the natural numbers: this Cartesian product is the set of all infinite sequences with the ith term in its corresponding set X_i. For example, each element of

<math>\prod_{n = 1}^\infty \mathbb R = \mathbb R \times \mathbb R \times \cdots</math>

can be visualized as a vector with countably infinite real number components. This set is frequently denoted <math>\mathbb{R}^\omega</math>, or <math>\mathbb{R}^{\mathbb{N}}</math>.

Other forms

Abbreviated form

If several sets are being multiplied together (e.g., X₁, X₂, X₃, …), then some authors choose to abbreviate the Cartesian product as simply ×X_i.

Cartesian product of functions

If f is a function from X to A and g is a function from Y to B, then their Cartesian product Шаблон:Nowrap is a function from Шаблон:Nowrap to Шаблон:Nowrap with

<math>(f\times g)(x, y) = (f(x), g(y)).</math>

This can be extended to tuples and infinite collections of functions. This is different from the standard Cartesian product of functions considered as sets.

Cylinder

Let <math>A</math> be a set and <math>B \subseteq A</math>. Then the cylinder of <math>B</math> with respect to <math>A</math> is the Cartesian product <math>B \times A</math> of <math>B</math> and <math>A</math>.

Normally, <math>A</math> is considered to be the universe of the context and is left away. For example, if <math>B</math> is a subset of the natural numbers <math>\mathbb{N}</math>, then the cylinder of <math>B</math> is <math>B \times \mathbb{N}</math>.

Definitions outside set theory

Category theory

Although the Cartesian product is traditionally applied to sets, category theory provides a more general interpretation of the product of mathematical structures. This is distinct from, although related to, the notion of a Cartesian square in category theory, which is a generalization of the fiber product.

Exponentiation is the right adjoint of the Cartesian product; thus any category with a Cartesian product (and a final object) is a Cartesian closed category.

Graph theory

In graph theory, the Cartesian product of two graphs G and H is the graph denoted by Шаблон:Nowrap, whose vertex set is the (ordinary) Cartesian product Шаблон:Nowrap and such that two vertices (u,v) and (u′,v′) are adjacent in Шаблон:Nowrap, if and only if Шаблон:Nowrap and v is adjacent with v′ in H, or Шаблон:Nowrap and u is adjacent with u′ in G. The Cartesian product of graphs is not a product in the sense of category theory. Instead, the categorical product is known as the tensor product of graphs.

See also

• Axiom of power set (to prove the existence of the Cartesian product)
• Direct product
• Empty product
• Finitary relation
• Join (SQL) § Cross join
• Orders on the Cartesian product of totally ordered sets
• Outer product
• Product (category theory)
• Product topology
• Product type

External links

• Cartesian Product at ProvenMath
• Шаблон:SpringerEOM
• How to find the Cartesian Product, Education Portal Academy