Cartesian product: Difference between revisions
Undo added cite. Fails to address the specific reason for the citation request, and MathWorld is generally a low-quality source. |
Use {{math}} or {{mvar}} where neither they nor <math> were used for math expressions |
||
(25 intermediate revisions by 16 users not shown) | |||
Line 2: | Line 2: | ||
{{Use mdy dates|date=August 2017}} |
{{Use mdy dates|date=August 2017}} |
||
{{Redirect|Cartesian square|Cartesian squares in category theory|Cartesian square (category theory)}} |
{{Redirect|Cartesian square|Cartesian squares in category theory|Cartesian square (category theory)}} |
||
[[File:Cartesian Product qtl1.svg|thumb|Cartesian product |
[[File:Cartesian Product qtl1.svg|thumb|Cartesian product of the sets {''x'',''y'',''z''} and {1,2,3}]] |
||
In [[mathematics]], specifically [[set theory]], the '''Cartesian product''' of two [[ |
In [[mathematics]], specifically [[set theory]], the '''Cartesian product''' of two [[set (mathematics)|sets]] {{mvar|A}} and {{mvar|B}}, denoted {{math|''A'' × ''B''}}, is the set of all [[ordered pair]]s {{math|(''a'', ''b'')}} where {{mvar|a}} is in {{mvar|A}} and {{mvar|b}} is in {{mvar|B}}.<ref name=":1">{{MathWorld |id=CartesianProduct |title=Cartesian Product |access-date=2020-09-05}}</ref> In terms of [[set-builder notation]], that is |
||
<math display=block>A\times B = \{(a,b)\mid a \in A \ \mbox{ and } \ b \in B\}.</math><ref>{{cite book |last=Warner |first=S. |title=Modern Algebra |page=6 |publisher=[[Dover Publications]] |date=1990}}</ref><ref>{{cite web |last=Nykamp |first=Duane |title=Cartesian product definition |url=https://mathinsight.org/definition/cartesian_product |access-date=September 5, 2020 |website=Math Insight}}</ref> |
|||
A table can be created by taking the Cartesian product of a set of rows and a set of columns. If the Cartesian product {{nowrap|''rows'' × ''columns''}} is taken, the cells of the table contain ordered pairs of the form {{nowrap|(row value, column value)}}.<ref name=":2">{{ |
A table can be created by taking the Cartesian product of a set of rows and a set of columns. If the Cartesian product {{nowrap|''rows'' × ''columns''}} is taken, the cells of the table contain ordered pairs of the form {{nowrap|(row value, column value)}}.<ref name=":2">{{cite web |title=Cartesian Product |url=http://web.mnstate.edu/peil/MDEV102/U1/S7/Cartesian4.htm |access-date=2020-09-05 |website=web.mnstate.edu |archive-date=July 18, 2020 |archive-url=https://web.archive.org/web/20200718035119/http://web.mnstate.edu/peil/MDEV102/U1/S7/Cartesian4.htm |url-status=dead}}</ref> |
||
One can similarly define the Cartesian product of |
One can similarly define the Cartesian product of {{mvar|n}} sets, also known as an '''{{mvar|n}}-fold Cartesian product''', which can be represented by an {{mvar|n}}-dimensional array, where each element is an {{mvar|n}}-[[tuple]]. An ordered pair is a [[tuple#Etymology|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]],<ref>{{cite web|title=Cartesian|date=2009|website=Merriam-Webster.com|access-date=December 1, 2009|url= |
The Cartesian product is named after [[René Descartes]],<ref>{{cite web |title=Cartesian |date=2009 |website=Merriam-Webster.com |access-date=December 1, 2009 |url=https://www.merriam-webster.com/dictionary/Cartesian}}</ref> 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 [[Ordered_pair#Kuratowski's_definition|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<ref>{{cite web |last=Corry |first=S. |title=A Sketch of the Rudiments of Set Theory |access-date=May 5, 2023 |url=https://www2.lawrence.edu/fast/corrys/Math300/SetTheory.pdf}}</ref> |
|||
<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 == |
== Examples == |
||
Line 18: | Line 22: | ||
[[File:Piatnikcards.jpg|thumb|Standard 52-card deck]] |
[[File:Piatnikcards.jpg|thumb|Standard 52-card deck]] |
||
An illustrative example is the [[standard 52-card deck]]. The [[ |
An illustrative example is the [[standard 52-card deck]]. The [[playing cards#Anglo-American|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 {{nowrap|{♠, {{color|#c00000|♥}}, {{color|#c00000|♦}}, ♣}}} form a four-element set. The Cartesian product of these sets returns a 52-element set consisting of 52 [[ordered pair]]s, which correspond to all 52 possible playing cards. |
||
{{nowrap|''Ranks'' × ''Suits''}} returns a set of the form {(A, ♠), (A, {{color|#c00000|♥}}), (A, {{color|#c00000|♦}}), (A, ♣), (K, ♠), |
{{nowrap|''Ranks'' × ''Suits''}} returns a set of the form {(A, ♠), (A, {{color|#c00000|♥}}), (A, {{color|#c00000|♦}}), (A, ♣), (K, ♠), ..., (3, ♣), (2, ♠), (2, {{color|#c00000|♥}}), (2, {{color|#c00000|♦}}), (2, ♣)}. |
||
{{nowrap|''Suits'' × ''Ranks''}} returns a set of the form {(♠, A), (♠, K), (♠, Q), (♠, J), (♠, 10), |
{{nowrap|''Suits'' × ''Ranks''}} returns a set of the form {(♠, A), (♠, K), (♠, Q), (♠, J), (♠, 10), ..., (♣, 6), (♣, 5), (♣, 4), (♣, 3), (♣, 2)}. |
||
These two sets are distinct, even [[ |
These two sets are distinct, even [[disjoint sets|disjoint]], but there is a natural [[bijection]] between them, under which (3, ♣) corresponds to (♣, 3) and so on. |
||
=== A two-dimensional coordinate system === |
=== A two-dimensional coordinate system === |
||
[[File:Cartesian-coordinate-system.svg|thumb|Cartesian coordinates of example points]] |
[[File:Cartesian-coordinate-system.svg|thumb|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 number]]s, called its [[coordinates]]. Usually, such a pair's first and second components are called its |
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 number]]s, called its [[coordinates]]. Usually, such a pair's first and second components are called its {{mvar|x}} and {{mvar|y}} coordinates, respectively (see picture). The set of all such pairs (i.e., the Cartesian product <math>\R\times\R</math>, with <math>\R</math> denoting the real numbers) is thus assigned to the set of all points in the plane.<ref>{{cite book|title=Probability: An Introduction|series=Dover Books on Mathematics|first=Samuel|last=Goldberg|publisher=Courier Corporation|year=1986|isbn=9780486652528|page=41|url=https://books.google.com/books?id=CmzFx9rB_FcC&pg=PA41}}</ref> |
||
== Most common implementation (set theory) == |
== Most common implementation (set theory) == |
||
{{Main article|Implementation of mathematics in set theory}} |
{{Main article|Implementation of mathematics in set theory}} |
||
A formal definition of the Cartesian product from [[set theory|set-theoretical]] principles follows from a definition of [[ordered pair]]. The most common definition of ordered pairs, [[ |
A formal definition of the Cartesian product from [[set theory|set-theoretical]] principles follows from a definition of [[ordered pair]]. The most common definition of ordered pairs, [[ordered pair#Kuratowski's definition|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 [[axiom of pairing|pairing]], [[axiom of union|union]], [[axiom of power set|power set]], and [[axiom schema of specification|specification]]. Since [[function (mathematics)|functions]] are usually defined as a special case of [[relation (mathematics)|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 === |
=== Non-commutativity and non-associativity === |
||
Let |
Let {{mvar|A}}, {{mvar|B}}, {{mvar|C}}, and {{mvar|D}} be sets. |
||
The Cartesian product {{ |
The Cartesian product {{math|''A'' × ''B''}} is not [[commutative]], |
||
<math display=block>A \times B \neq B \times A,</math><ref name=":2"/> |
|||
because the [[ordered pair]]s are reversed unless at least one of the following conditions is satisfied:<ref name="cnx"/> |
because the [[ordered pair]]s are reversed unless at least one of the following conditions is satisfied:<ref name="cnx"/> |
||
* |
* {{mvar|A}} is equal to {{mvar|B}}, or |
||
* |
* {{mvar|A}} or {{mvar|B}} is the [[empty set]]. |
||
For example: |
For example: |
||
: ''A'' = {1,2}; ''B'' = {3,4} |
: {{math|1=''A'' = {{mset|1,2}}}}; {{math|1=''B'' = {{mset|3,4}}}} |
||
:: ''A'' × ''B'' = {1,2} × {3,4} = {(1,3), (1,4), (2,3), (2,4)} |
:: {{math|1=''A'' × ''B'' = {{mset|1,2}} × {{mset|3,4}} = {{mset|(1,3), (1,4), (2,3), (2,4)}}}} |
||
:: ''B'' × ''A'' = {3,4} × {1,2} = {(3,1), (3,2), (4,1), (4,2)} |
:: {{math|1=''B'' × ''A'' = {{mset|3,4}} × {{mset|1,2}} = {{mset|(3,1), (3,2), (4,1), (4,2)}}}} |
||
: ''A'' = ''B'' = {1,2} |
: {{math|1=''A'' = ''B'' = {{mset|1,2}}}} |
||
:: ''A'' × ''B'' = ''B'' × ''A'' = {1,2} × {1,2} = {(1,1), (1,2), (2,1), (2,2)} |
:: {{math|1=''A'' × ''B'' = ''B'' × ''A'' = {{mset|1,2}} × {{mset|1,2}} = {{mset|(1,1), (1,2), (2,1), (2,2)}}}} |
||
: ''A'' = {1,2}; ''B'' = ∅ |
: {{math|1=''A'' = {{mset|1,2}}; ''B'' = ∅}} |
||
:: ''A'' × ''B'' = {1,2} × ∅ = ∅ |
:: {{math|1=''A'' × ''B'' = {{mset|1,2}} × ∅ = ∅}} |
||
:: ''B'' × ''A'' = ∅ × {1,2} = ∅ |
:: {{math|1=''B'' × ''A'' = ∅ × {{mset|1,2}} = ∅}} |
||
Strictly speaking, the Cartesian product is not [[associative]] (unless one of the involved sets is empty). |
Strictly speaking, the Cartesian product is not [[associative]] (unless one of the involved sets is empty). |
||
<math display=block>(A\times B)\times C \neq A \times (B \times C)</math> |
|||
If for example ''A'' |
If for example {{math|1=''A'' = {{mset|1}}}}, then {{math|1=(''A'' × ''A'') × ''A'' = {{mset|((1, 1), 1)}} ≠}} {{math|1={{mset|(1, (1, 1))}} = ''A'' × (''A'' × ''A'')}}. |
||
=== Intersections, unions, and subsets === |
=== Intersections, unions, and subsets === |
||
Line 67: | Line 71: | ||
| total_width = 750 |
| total_width = 750 |
||
|image1=CartDistr_svg.svg |
|image1=CartDistr_svg.svg |
||
|caption1=Example sets<br> |
|caption1=Example sets<br/> |
||
{{color|#0000c0|''A''}} |
{{math|1={{color|#0000c0|''A''}} = [1,4]}}, {{math|1={{color|#c00000|''B''}} = [2,5]}}, and<br/> {{math|1={{color|#00c000|''C''}} = [4,7]}}, demonstrating<br/> |
||
⚫ | |||
and {{color|#00c000|''C''}} = {''x'' ∈ ℝ : 4 ≤ ''x'' ≤ 7}, demonstrating <br /> |
|||
''A'' × (''B'' |
{{math|1=''A'' × (''B''∪''C'') = ({{highlight|''A''×''B''|#FCC6C6}}) ∪ ({{highlight|''A''×''C''|#C6FCC6}})}}, and<br/> |
||
''A'' × (''B'' |
{{math|1=''A'' × (''B''{{hsp}}\{{hsp}}''C'') = ({{highlight|''A''×''B''|#FCC6C6}}) \ ({{highlight|''A''×''C''|#C6FCC6}})}} |
||
⚫ | |||
|image2=CartInts_svg.svg |
|image2=CartInts_svg.svg |
||
|caption2=Example sets |
|caption2=Example sets<br/> |
||
{{color|#c00000|''A''}} |
{{math|1={{color|#c00000|''A''}} = [2,5]}}, {{math|1={{color|#00c000|''B''}} = [3,7]}}, |
||
{{color|#c00000|''C''}} |
{{math|1={{color|#c00000|''C''}} = [1,3]}},<br/> {{math|1={{color|#00c000|''D''}} = [2,4]}}, demonstrating<br/> |
||
{{highlight|(''A''∩''B'') × (''C''∩''D'')|#FCFCC6}} = ({{highlight|''A''×''C''|#FCC6C6}}) ∩ ({{highlight|''B''×''D''|#C6FCC6}}). |
{{math|1={{highlight|(''A''∩''B'') × (''C''∩''D'')|#FCFCC6}} = ({{highlight|''A''×''C''|#FCC6C6}}) ∩ ({{highlight|''B''×''D''|#C6FCC6}})}}. |
||
|image3=CartUnion_svg.svg |
|image3=CartUnion_svg.svg |
||
|caption3={{highlight|(''A''∪''B'') × (''C''∪''D'')|#E0E0FC}} ≠ ({{highlight|''A''×''C''|#FCC6C6}}) ∪ ({{highlight|''B''×''D''|#C6FCC6}}) can be seen from the same example. |
|caption3={{math|1={{highlight|(''A''∪''B'') × (''C''∪''D'')|#E0E0FC}} ≠ ({{highlight|''A''×''C''|#FCC6C6}}) ∪ ({{highlight|''B''×''D''|#C6FCC6}})}} can be seen from the same example. |
||
}} |
}} |
||
The Cartesian product satisfies the following property with respect to [[ |
The Cartesian product satisfies the following property with respect to [[intersection (set theory)|intersections]] (see middle picture). |
||
<math display=block>(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 [[ |
In most cases, the above statement is not true if we replace intersection with [[union (set theory)|union]] (see rightmost picture). |
||
<math display=block>(A \cup B) \times (C \cup D) \neq (A \times C) \cup (B \times D)</math> |
<math display=block>(A \cup B) \times (C \cup D) \neq (A \times C) \cup (B \times D)</math> |
||
Line 100: | Line 103: | ||
A \times (B \setminus C) &= (A \times B) \setminus (A \times C), |
A \times (B \setminus C) &= (A \times B) \setminus (A \times C), |
||
\end{align}</math> |
\end{align}</math> |
||
<math display=block>(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> |
|||
⚫ | |||
⚫ | |||
Other properties related with [[subset]]s are: |
Other properties related with [[subset]]s are: |
||
<math display=block>\text{if } A \subseteq B \text{, then } A \times C \subseteq B \times C;</math> |
: <math display=block>\text{if } A \subseteq B \text{, then } A \times C \subseteq B \times C;</math> |
||
<math display=block>\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><ref>Cartesian Product of Subsets. (February 15, 2011). ''ProofWiki''. Retrieved 05:06, August 1, 2011 from https://proofwiki.org/enwiki/w/index.php?title=Cartesian_Product_of_Subsets&oldid=45868</ref><!-- Better replace citation with a non-wiki site. --> |
|||
=== Cardinality === |
=== Cardinality === |
||
{{See also|Cardinal arithmetic}} |
{{See also|Cardinal arithmetic}} |
||
The [[cardinality]] of a set is the number of elements of the set. For example, defining two sets: {{ |
The [[cardinality]] of a set is the number of elements of the set. For example, defining two sets: {{math|1=''A'' = {{mset|a, b}}}} and {{math|1=''B'' = {{mset|5, 6}}}}. Both set {{mvar|A}} and set {{mvar|B}} consist of two elements each. Their Cartesian product, written as {{math|''A'' × ''B''}}, results in a new set which has the following elements: |
||
: ''A'' × ''B'' = {(a,5), (a,6), (b,5), (b,6)}. |
: {{math|1=''A'' × ''B'' = {{mset|(a,5), (a,6), (b,5), (b,6)}}}}. |
||
where each element of |
where each element of {{mvar|A}} is paired with each element of {{mvar|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 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, |
The cardinality of the output set is equal to the product of the cardinalities of all the input sets. That is, |
||
: |''A'' × ''B'' |
: {{math|1={{abs|''A'' × ''B''}} = {{abs|''A''}} · {{abs|''B''}}}}.<ref name=":2"/> |
||
In this case, |''A'' × ''B'' |
In this case, {{math|1={{abs|''A'' × ''B''}} = 4}} |
||
Similarly |
Similarly, |
||
: |''A'' × ''B'' × ''C'' |
: {{math|1={{abs|''A'' × ''B'' × ''C''}} = {{abs|''A''}} · {{abs|''B''}} · {{abs|''C''}}}} |
||
and so on. |
and so on. |
||
The set {{ |
The set {{math|''A'' × ''B''}} is [[infinite set|infinite]] if either {{mvar|A}} or {{mvar|B}} is infinite, and the other set is not the empty set.<ref>Peter S. (1998). A Crash Course in the Mathematics of Infinite Sets. ''St. John's Review, 44''(2), 35–59. Retrieved August 1, 2011, from http://www.mathpath.org/concepts/infinity.htm</ref> |
||
== Cartesian products of several sets == |
== Cartesian products of several sets == |
||
=== ''n''-ary Cartesian product === |
=== ''n''-ary Cartesian product === |
||
The Cartesian product can be generalized to the ''' |
The Cartesian product can be generalized to the '''{{mvar|n}}-ary Cartesian product''' over {{mvar|n}} sets {{math|1=''X''<sub>1</sub>, ..., ''X''<sub>''n''</sub>}} as the set |
||
⚫ | |||
⚫ | of [[tuple|{{mvar|n}}-tuple]]s. If tuples are defined as [[tuple#Tuples_as_nested_ordered_pairs|nested ordered pairs]], it can be identified with {{math|(''X''<sub>1</sub> × ... × ''X''<sub>''n''−1</sub>) × ''X<sub>n</sub>''}}. If a tuple is defined as a function on {{math|{1, 2, ..., ''n''}}} that takes its value at {{mvar|i}} to be the {{mvar|i}}-th element of the tuple, then the Cartesian product {{math|''X''<sub>1</sub> × ... × ''X''<sub>''n''</sub>}} is the set of functions |
||
⚫ | |||
⚫ | |||
⚫ | of [[tuple| |
||
⚫ | |||
=== ''n''-ary Cartesian power === |
=== ''n''-ary Cartesian power === |
||
The '''Cartesian square''' of a set |
The '''Cartesian square''' of a set {{mvar|X}} is the Cartesian product {{math|1=''X''<sup>2</sup> = ''X'' × ''X''}}. |
||
An example is the 2-dimensional [[plane (mathematics)|plane]] {{ |
An example is the 2-dimensional [[plane (mathematics)|plane]] {{math|1='''R'''<sup>2</sup> = '''R''' × '''R'''}} where {{math|'''R'''}} is the set of [[real number]]s:<ref name=":1"/> {{math|'''R'''<sup>2</sup>}} is the set of all points {{math|(''x'',''y'')}} where {{mvar|x}} and {{mvar|y}} are real numbers (see the [[Cartesian coordinate system]]). |
||
⚫ | |||
⚫ | |||
<math display=block> 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 {{ |
An example of this is {{math|1='''R'''<sup>3</sup> = '''R''' × '''R''' × '''R'''}}, with {{math|'''R'''}} again the set of real numbers,<ref name=":1"/> and more generally {{math|'''R'''<sup>''n''</sup>}}. |
||
The |
The {{mvar|n}}-ary Cartesian power of a set {{mvar|X}} is [[isomorphism|isomorphic]] to the space of functions from an {{mvar|n}}-element set to {{mvar|X}}. As a special case, the 0-ary Cartesian power of {{mvar|X}} may be taken to be a [[singleton set]], corresponding to the [[empty function]] with [[codomain]] {{mvar|X}}. |
||
=== Infinite Cartesian products === |
=== Infinite Cartesian products === |
||
⚫ | |||
⚫ | It is possible to define the Cartesian product of an arbitrary (possibly [[ |
||
⚫ | It is possible to define the Cartesian product of an arbitrary (possibly [[infinity|infinite]]) [[indexed family]] of sets. If {{mvar|I}} is any [[index set]], and <math>\{X_i\}_{i\in I}</math> is a family of sets indexed by {{mvar|I}}, then the Cartesian product of the sets in <math>\{X_i\}_{i\in I}</math> is defined to be |
||
<math display=block>\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]] {{mvar|I}} such that the value of the function at a particular index {{mvar|i}} is an element of ''X<sub>i</sub>''. Even if each of the ''X<sub>i</sub>'' 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>.<ref>F. R. Drake, ''Set Theory: An Introduction to Large Cardinals'', p. 24. Studies in Logic and the Foundations of Mathematics, vol. 76 (1978). ISBN 0-7204-2200-0.</ref> |
||
⚫ | |||
⚫ | that is, the set of all functions defined on the [[index set]] such that the value of the function at a particular index |
||
⚫ | |||
⚫ | |||
⚫ | |||
⚫ | |||
<math display=block>\prod_{i \in I} X_i = \prod_{i \in I} X</math> |
|||
⚫ | is the set of all functions from {{mvar|I}} to {{mvar|X}}, and is frequently denoted ''X<sup>I</sup>''. 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 number]]s: this Cartesian product is the set of all infinite sequences with the {{mvar|i}}-th term in its corresponding set ''X<sub>i</sub>''. For example, each element of |
||
⚫ | |||
⚫ | |||
⚫ | |||
⚫ | |||
⚫ | is the set of all functions from |
||
⚫ | |||
can be visualized as a [[Euclidean vector|vector]] with countably infinite real number components. This set is frequently denoted <math>\mathbb{R}^\omega</math>, or <math>\mathbb{R}^{\mathbb{N}}</math>. |
can be visualized as a [[Euclidean vector|vector]] with countably infinite real number components. This set is frequently denoted <math>\mathbb{R}^\omega</math>, or <math>\mathbb{R}^{\mathbb{N}}</math>. |
||
Line 169: | Line 168: | ||
=== Abbreviated form === |
=== Abbreviated form === |
||
If several sets are being multiplied together (e.g., ''X''<sub>1</sub>, ''X''<sub>2</sub>, ''X''<sub>3</sub>, |
If several sets are being multiplied together (e.g., {{math|1=''X''<sub>1</sub>, ''X''<sub>2</sub>, ''X''<sub>3</sub>, ...}}), then some authors<ref>Osborne, M., and Rubinstein, A., 1994. ''A Course in Game Theory''. MIT Press.</ref> choose to abbreviate the Cartesian product as simply {{math|<big>×</big>''X''<sub>''i''</sub>}}. |
||
=== Cartesian product of functions === |
=== Cartesian product of functions === |
||
If |
If {{mvar|f}} is a function from {{mvar|X}} to {{mvar|A}} and {{mvar|g}} is a function from {{mvar|Y}} to {{mvar|B}}, then their Cartesian product {{math|''f'' × ''g''}} is a function from {{math|''X'' × ''Y''}} to {{math|''A'' × ''B''}} with |
||
<math display=block>(f\times g)(x, y) = (f(x), g(y)).</math> |
|||
This can be extended to [[tuple]]s and infinite collections of functions. |
This can be extended to [[tuple]]s and infinite collections of functions. |
||
Line 179: | Line 178: | ||
=== Cylinder === |
=== 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>. |
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 [[ |
Normally, <math>A</math> is considered to be the [[universe (mathematics)|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 == |
== Definitions outside set theory == |
||
===Category theory=== |
=== Category theory === |
||
Although the Cartesian product is traditionally applied to sets, [[category theory]] provides a more general interpretation of the [[product (category theory)|product]] of mathematical structures. This is distinct from, although related to, the notion of a [[Cartesian square (category theory)|Cartesian square]] in category theory, which is a generalization of the [[fiber product]]. |
Although the Cartesian product is traditionally applied to sets, [[category theory]] provides a more general interpretation of the [[product (category theory)|product]] of mathematical structures. This is distinct from, although related to, the notion of a [[Cartesian square (category theory)|Cartesian square]] in category theory, which is a generalization of the [[fiber product]]. |
||
[[Exponential object|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]]. |
[[Exponential object|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=== |
=== Graph theory === |
||
In [[graph theory]], the [[Cartesian product of graphs|Cartesian product of two graphs]] |
In [[graph theory]], the [[Cartesian product of graphs|Cartesian product of two graphs]] {{mvar|G}} and {{mvar|H}} is the graph denoted by {{math|''G'' × ''H''}}, whose [[vertex (graph theory)|vertex]] set is the (ordinary) Cartesian product {{math|''V''(''G'') × ''V''(''H'')}} and such that two vertices {{math|(''u'',''v'')}} and {{math|1=(''u''′,''v''′)}} are adjacent in {{math|''G'' × ''H''}}, if and only if {{math|1=''u'' = ''u''′}} and {{mvar|v}} is adjacent with {{mvar|v}}′ in {{mvar|H}}, ''or'' {{math|1=''v'' = ''v''′}} and {{mvar|u}} is adjacent with {{mvar|u}}′ in {{mvar|G}}. The Cartesian product of graphs is not a [[product (category theory)|product]] in the sense of category theory. Instead, the categorical product is known as the [[tensor product of graphs]]. |
||
==See also== |
== See also == |
||
⚫ | |||
* [[Binary relation]] |
|||
⚫ | |||
* [[Concatenation#Concatenation of sets of strings|Concatenation of sets of strings]] |
|||
* [[Coproduct]] |
|||
⚫ | |||
⚫ | |||
* [[Empty product]] |
* [[Empty product]] |
||
* [[Euclidean space]] |
|||
* [[Exponential object]] |
|||
* [[Finitary relation]] |
* [[Finitary relation]] |
||
* [[Join (SQL)#Cross join|Join (SQL) § Cross join]] |
* [[Join (SQL)#Cross join|Join (SQL) § Cross join]] |
||
* [[Total order#Orders on the Cartesian product of totally ordered sets|Orders on the Cartesian product of totally ordered sets]] |
* [[Total order#Orders on the Cartesian product of totally ordered sets|Orders on the Cartesian product of totally ordered sets]] |
||
* [[Outer product]] |
|||
⚫ | |||
* [[Product (category theory)]] |
* [[Product (category theory)]] |
||
* [[Product topology]] |
* [[Product topology]] |
||
* [[Product type]] |
* [[Product type]] |
||
* [[Ultraproduct]] |
|||
== References == |
== References == |
||
{{ |
{{reflist}} |
||
==External links== |
== External links == |
||
* [ |
* [https://www.apronus.com/provenmath/cartesian.htm Cartesian Product at ProvenMath] |
||
* {{ |
* {{SpringerEOM|title=Direct product|id=p/d032730}} |
||
* [ |
* [https://study.com/academy/lesson/how-to-find-the-cartesian-product.html How to find the Cartesian Product, Education Portal Academy] |
||
{{Set theory}} |
{{Set theory}} |
Latest revision as of 15:28, 14 June 2024
In mathematics, specifically set theory, the Cartesian product of two sets A and B, denoted A × B, is the set of all ordered pairs (a, b) where a is in A and b is in B.[1] In terms of set-builder notation, that is [2][3]
A table can be created by taking the Cartesian product of a set of rows and a set of columns. If the Cartesian product rows × columns is taken, the cells of the table contain ordered pairs of the form (row value, column value).[4]
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,[5] whose formulation of analytic geometry gave rise to the concept, which is further generalized in terms of direct product.
Set-theoretic definition
[edit]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 and , with the typical Kuratowski's definition of a pair as , an appropriate domain is the set where denotes the power set. Then the Cartesian product of the sets and would be defined as[6]
Examples
[edit]A deck of cards
[edit]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 {♠, ♥, ♦, ♣} 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.
Ranks × Suits returns a set of the form {(A, ♠), (A, ♥), (A, ♦), (A, ♣), (K, ♠), ..., (3, ♣), (2, ♠), (2, ♥), (2, ♦), (2, ♣)}.
Suits × Ranks 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
[edit]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 , with denoting the real numbers) is thus assigned to the set of all points in the plane.[7]
Most common implementation (set theory)
[edit]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 . Under this definition, is an element of , and is a subset of that set, where 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
[edit]Let A, B, C, and D be sets.
The Cartesian product A × B is not commutative, [4] because the ordered pairs are reversed unless at least one of the following conditions is satisfied:[8]
- 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). If for example A = {1}, then (A × A) × A = {((1, 1), 1)} ≠ {(1, (1, 1))} = A × (A × A).
Intersections, unions, and subsets
[edit]The Cartesian product satisfies the following property with respect to intersections (see middle picture).
In most cases, the above statement is not true if we replace intersection with union (see rightmost picture).
In fact, we have that:
For the set difference, we also have the following identity:
Here are some rules demonstrating distributivity with other operators (see leftmost picture):[8] where denotes the absolute complement of A.
Other properties related with subsets are:
Cardinality
[edit]The cardinality of a set is the number of elements of the set. For example, defining two sets: A = {a, b} and B = {5, 6}. Both set A and set B consist of two elements each. Their Cartesian product, written as A × B, results in a new set which has the following elements:
- A × B = {(a,5), (a,6), (b,5), (b,6)}.
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,
- |A × B| = |A| · |B|.[4]
In this case, |A × B| = 4
Similarly,
- |A × B × C| = |A| · |B| · |C|
and so on.
The set A × B is infinite if either A or B is infinite, and the other set is not the empty set.[10]
Cartesian products of several sets
[edit]n-ary Cartesian product
[edit]The Cartesian product can be generalized to the n-ary Cartesian product over n sets X1, ..., Xn as the set
of n-tuples. If tuples are defined as nested ordered pairs, it can be identified with (X1 × ... × Xn−1) × Xn. If a tuple is defined as a function on {1, 2, ..., n} that takes its value at i to be the i-th element of the tuple, then the Cartesian product X1 × ... × Xn is the set of functions
n-ary Cartesian power
[edit]The Cartesian square of a set X is the Cartesian product X2 = X × X. An example is the 2-dimensional plane R2 = R × R where R is the set of real numbers:[1] R2 is the set of all points (x,y) where x and y are real numbers (see the Cartesian coordinate system).
The n-ary Cartesian power of a set X, denoted , can be defined as
An example of this is R3 = R × R × R, with R again the set of real numbers,[1] 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
[edit]It is possible to define the Cartesian product of an arbitrary (possibly infinite) indexed family of sets. If I is any index set, and is a family of sets indexed by I, then the Cartesian product of the sets in is defined to be 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 Xi. Even if each of the Xi 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. may also be denoted .[11]
For each j in I, the function defined by is called the j-th projection map.
Cartesian power is a Cartesian product where all the factors Xi are the same set X. In this case, is the set of all functions from I to X, and is frequently denoted XI. This case is important in the study of cardinal exponentiation. An important special case is when the index set is , the natural numbers: this Cartesian product is the set of all infinite sequences with the i-th term in its corresponding set Xi. For example, each element of can be visualized as a vector with countably infinite real number components. This set is frequently denoted , or .
Other forms
[edit]Abbreviated form
[edit]If several sets are being multiplied together (e.g., X1, X2, X3, ...), then some authors[12] choose to abbreviate the Cartesian product as simply ×Xi.
Cartesian product of functions
[edit]If f is a function from X to A and g is a function from Y to B, then their Cartesian product f × g is a function from X × Y to A × B with
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
[edit]Let be a set and . Then the cylinder of with respect to is the Cartesian product of and .
Normally, is considered to be the universe of the context and is left away. For example, if is a subset of the natural numbers , then the cylinder of is .
Definitions outside set theory
[edit]Category theory
[edit]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
[edit]In graph theory, the Cartesian product of two graphs G and H is the graph denoted by G × H, whose vertex set is the (ordinary) Cartesian product V(G) × V(H) and such that two vertices (u,v) and (u′,v′) are adjacent in G × H, if and only if u = u′ and v is adjacent with v′ in H, or v = v′ 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
[edit]- 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
References
[edit]- ^ a b c Weisstein, Eric W. "Cartesian Product". MathWorld. Retrieved September 5, 2020.
- ^ Warner, S. (1990). Modern Algebra. Dover Publications. p. 6.
- ^ Nykamp, Duane. "Cartesian product definition". Math Insight. Retrieved September 5, 2020.
- ^ a b c "Cartesian Product". web.mnstate.edu. Archived from the original on July 18, 2020. Retrieved September 5, 2020.
- ^ "Cartesian". Merriam-Webster.com. 2009. Retrieved December 1, 2009.
- ^ Corry, S. "A Sketch of the Rudiments of Set Theory" (PDF). Retrieved May 5, 2023.
- ^ Goldberg, Samuel (1986). Probability: An Introduction. Dover Books on Mathematics. Courier Corporation. p. 41. ISBN 9780486652528.
- ^ a b Singh, S. (August 27, 2009). Cartesian product. Retrieved from the Connexions Web site: http://cnx.org/content/m15207/1.5/
- ^ Cartesian Product of Subsets. (February 15, 2011). ProofWiki. Retrieved 05:06, August 1, 2011 from https://proofwiki.org/enwiki/w/index.php?title=Cartesian_Product_of_Subsets&oldid=45868
- ^ Peter S. (1998). A Crash Course in the Mathematics of Infinite Sets. St. John's Review, 44(2), 35–59. Retrieved August 1, 2011, from http://www.mathpath.org/concepts/infinity.htm
- ^ F. R. Drake, Set Theory: An Introduction to Large Cardinals, p. 24. Studies in Logic and the Foundations of Mathematics, vol. 76 (1978). ISBN 0-7204-2200-0.
- ^ Osborne, M., and Rubinstein, A., 1994. A Course in Game Theory. MIT Press.