Equivalence relation explained
In mathematics, an equivalence relation is a binary relation that is reflexive, symmetric and transitive. The equipollence relation between line segments in geometry is a common example of an equivalence relation. A simpler example is equality. Any number
is equal to itself (reflexive). If
, then
(symmetric). If
and
, then
(transitive).
Each equivalence relation provides a partition of the underlying set into disjoint equivalence classes. Two elements of the given set are equivalent to each other if and only if they belong to the same equivalence class.
Notation
Various notations are used in the literature to denote that two elements
and
of a set are equivalent with respect to an equivalence relation
the most common are "
" and "", which are used when
is implicit, and variations of "
", "", or "
" to specify
explicitly. Non-equivalence may be written "" or "
".
Definition
on a set
is said to be an equivalence relation,
if and only if it is reflexive, symmetric and transitive. That is, for all
and
in
(
reflexivity).
if and only if
(
symmetry).
and
then
(
transitivity).
together with the relation
is called a
setoid. The
equivalence class of
under
denoted
is defined as
[1] [2] Alternative definition using relational algebra
In relational algebra, if
and
are relations, then the
composite relation
is defined so that
if and only if there is a
such that
and
.
[3] This definition is a generalisation of the definition of
functional composition. The defining properties of an equivalence relation
on a set
can then be reformulated as follows:
\operatorname{id}\subseteqR
. (
reflexivity). (Here,
denotes the
identity function on
.)
(
symmetry).
(
transitivity).
[4] Examples
Simple example
On the set
, the relation
R=\{(a,a),(b,b),(c,c),(b,c),(c,b)\}
is an equivalence relation. The following sets are equivalence classes of this relation:
The set of all equivalence classes for
is
This set is a
partition of the set
with respect to
.
Equivalence relations
The following relations are all equivalence relations:
- "Is equal to" on the set of numbers. For example,
is equal to
- "Has the same birthday as" on the set of all people.
- "Is similar to" on the set of all triangles.
- "Is congruent to" on the set of all triangles.
- Given a natural number
, "is congruent to,
modulo
" on the
integers.
, "has the same
image under
as" on the elements of
's
domain
. For example,
and
have the same image under
, viz.
.
- "Has the same absolute value as" on the set of real numbers
- "Has the same cosine as" on the set of all angles.
Relations that are not equivalences
- The relation "≥" between real numbers is reflexive and transitive, but not symmetric. For example, 7 ≥ 5 but not 5 ≥ 7.
- The relation "has a common factor greater than 1 with" between natural numbers greater than 1, is reflexive and symmetric, but not transitive. For example, the natural numbers 2 and 6 have a common factor greater than 1, and 6 and 3 have a common factor greater than 1, but 2 and 3 do not have a common factor greater than 1.
- The empty relation R (defined so that aRb is never true) on a set X is vacuously symmetric and transitive; however, it is not reflexive (unless X itself is empty).
- The relation "is approximately equal to" between real numbers, even if more precisely defined, is not an equivalence relation, because although reflexive and symmetric, it is not transitive, since multiple small changes can accumulate to become a big change. However, if the approximation is defined asymptotically, for example by saying that two functions f and g are approximately equal near some point if the limit of f − g is 0 at that point, then this defines an equivalence relation.
Connections to other relations
- A partial order is a relation that is reflexive,, and transitive.
- Equality is both an equivalence relation and a partial order. Equality is also the only relation on a set that is reflexive, symmetric and antisymmetric. In algebraic expressions, equal variables may be substituted for one another, a facility that is not available for equivalence related variables. The equivalence classes of an equivalence relation can substitute for one another, but not individuals within a class.
- A strict partial order is irreflexive, transitive, and asymmetric.
- A partial equivalence relation is transitive and symmetric. Such a relation is reflexive if and only if it is total, that is, if for all
there exists some
[5] Therefore, an equivalence relation may be alternatively defined as a symmetric, transitive, and total relation.
is also the underlying set for an
algebraic structure, and which respects the additional structure. In general, congruence relations play the role of
kernels of homomorphisms, and the quotient of a structure by a congruence relation can be formed. In many important cases, congruence relations have an alternative representation as substructures of the structure on which they are defined (e.g., the congruence relations on groups correspond to the
normal subgroups).
Well-definedness under an equivalence relation
If
is an equivalence relation on
and
is a property of elements of
such that whenever
is true if
is true, then the property
is said to be
well-defined or a under the relation
A frequent particular case occurs when
is a function from
to another set
if
implies
f\left(x1\right)=f\left(x2\right)
then
is said to be a for
a
or simply
This occurs, e.g. in the character theory of finite groups. The latter case with the function
can be expressed by a commutative triangle. See also
invariant. Some authors use "compatible with
" or just "respects
" instead of "invariant under
".
More generally, a function may map equivalent arguments (under an equivalence relation
) to equivalent values (under an equivalence relation
). Such a function is known as a morphism from
to
Related important definitions
Let
, and
be an equivalence relation. Some key definitions and terminology follow:
Equivalence class
See main article: Equivalence class.
A subset
of
such that
holds for all
and
in
, and never for
in
and
outside
, is called an
equivalence class of
by
. Let
denote the equivalence class to which
belongs. All elements of
equivalent to each other are also elements of the same equivalence class.
Quotient set
The set of all equivalence classes of
by
denoted
X/d{\sim}:=\{[x]:x\inX\},
is the
quotient set of
by
If
is a
topological space, there is a natural way of transforming
into a topological space; see
Quotient space for the details.
Projection
See main article: Projection (relational algebra).
The projection of
is the function
defined by
which maps elements of
into their respective equivalence classes by
Theorem on projections:[6] Let the function
be such that if
then
Then there is a unique function
such that
If
is a
surjection and
a\simbifandonlyiff(a)=f(b),
then
is a
bijection.
Equivalence kernel
The equivalence kernel of a function
is the equivalence relation ~ defined by
x\simyifandonlyiff(x)=f(y).
The equivalence kernel of an
injection is the identity relation.
Partition
See main article: Partition of a set. A partition of X is a set P of nonempty subsets of X, such that every element of X is an element of a single element of P. Each element of P is a cell of the partition. Moreover, the elements of P are pairwise disjoint and their union is X.
Counting partitions
Let X be a finite set with n elements. Since every equivalence relation over X corresponds to a partition of X, and vice versa, the number of equivalence relations on X equals the number of distinct partitions of X, which is the nth Bell number Bn:
(Dobinski's formula).
Fundamental theorem of equivalence relations
A key result links equivalence relations and partitions:[7] [8] [9]
- An equivalence relation ~ on a set X partitions X.
- Conversely, corresponding to any partition of X, there exists an equivalence relation ~ on X.
In both cases, the cells of the partition of X are the equivalence classes of X by ~. Since each element of X belongs to a unique cell of any partition of X, and since each cell of the partition is identical to an equivalence class of X by ~, each element of X belongs to a unique equivalence class of X by ~. Thus there is a natural bijection between the set of all equivalence relations on X and the set of all partitions of X.
Comparing equivalence relations
If
and
are two equivalence relations on the same set
, and
implies
for all
then
is said to be a
coarser relation than
, and
is a
finer relation than
. Equivalently,
is finer than
if every equivalence class of
is a subset of an equivalence class of
, and thus every equivalence class of
is a union of equivalence classes of
.
is finer than
if the partition created by
is a refinement of the partition created by
.
The equality equivalence relation is the finest equivalence relation on any set, while the universal relation, which relates all pairs of elements, is the coarsest.
The relation "
is finer than
" on the collection of all equivalence relations on a fixed set is itself a partial order relation, which makes the collection a
geometric lattice.
[10] Generating equivalence relations
an equivalence relation over the set
of all functions
can be obtained as follows. Two functions are deemed equivalent when their respective sets of
fixpoints have the same
cardinality, corresponding to cycles of length one in a
permutation.
on
is the equivalence kernel of its
surjective projection
[11] Conversely, any
surjection between sets determines a partition on its domain, the set of preimages of
singletons in the
codomain. Thus an equivalence relation over
a partition of
and a projection whose domain is
are three equivalent ways of specifying the same thing.
- The intersection of any collection of equivalence relations over X (binary relations viewed as a subset of
) is also an equivalence relation. This yields a convenient way of generating an equivalence relation: given any binary relation
R on
X, the equivalence relation is the intersection of all equivalence relations containing
R (also known as the smallest equivalence relation containing
R). Concretely,
R generates the equivalence relation
if there exists a
natural number
and elements
such that
,
, and
or
, for
The equivalence relation generated in this manner can be trivial. For instance, the equivalence relation generated by any total order on X has exactly one equivalence class, X itself.
and let ~ be the equivalence relation on
X defined by
for all
and
for all
Then the
quotient space
can be naturally identified (
homeomorphism) with a
torus: take a square piece of paper, bend and glue together the upper and lower edge to form a cylinder, then bend the resulting cylinder so as to glue together its two open ends, resulting in a torus.
Algebraic structure
Much of mathematics is grounded in the study of equivalences, and order relations. Lattice theory captures the mathematical structure of order relations. Even though equivalence relations are as ubiquitous in mathematics as order relations, the algebraic structure of equivalences is not as well known as that of orders. The former structure draws primarily on group theory and, to a lesser extent, on the theory of lattices, categories, and groupoids.
Group theory
Just as order relations are grounded in ordered sets, sets closed under pairwise supremum and infimum, equivalence relations are grounded in partitioned sets, which are sets closed under bijections that preserve partition structure. Since all such bijections map an equivalence class onto itself, such bijections are also known as permutations. Hence permutation groups (also known as transformation groups) and the related notion of orbit shed light on the mathematical structure of equivalence relations.
Let '~' denote an equivalence relation over some nonempty set A, called the universe or underlying set. Let G denote the set of bijective functions over A that preserve the partition structure of A, meaning that for all
and
Then the following three connected theorems hold:
[12] - ~ partitions A into equivalence classes. (This is the, mentioned above);
- Given a partition of A, G is a transformation group under composition, whose orbits are the cells of the partition;
- Given a transformation group G over A, there exists an equivalence relation ~ over A, whose equivalence classes are the orbits of G.[13] [14]
In sum, given an equivalence relation ~ over A, there exists a transformation group G over A whose orbits are the equivalence classes of A under ~.
This transformation group characterisation of equivalence relations differs fundamentally from the way lattices characterize order relations. The arguments of the lattice theory operations meet and join are elements of some universe A. Meanwhile, the arguments of the transformation group operations composition and inverse are elements of a set of bijections, A → A.
Moving to groups in general, let H be a subgroup of some group G. Let ~ be an equivalence relation on G, such that
a\simbifandonlyifab-1\inH.
The equivalence classes of ~ - also called the orbits of the
action of
H on
G - are the right
cosets of
H in
G. Interchanging
a and
b yields the left cosets.
Related thinking can be found in Rosen (2008: chpt. 10).
Categories and groupoids
The advantages of regarding an equivalence relation as a special case of a groupoid include:
- Whereas the notion of "free equivalence relation" does not exist, that of a free groupoid on a directed graph does. Thus it is meaningful to speak of a "presentation of an equivalence relation," i.e., a presentation of the corresponding groupoid;
- Bundles of groups, group actions, sets, and equivalence relations can be regarded as special cases of the notion of groupoid, a point of view that suggests a number of analogies;
- In many contexts "quotienting," and hence the appropriate equivalence relations often called congruences, are important. This leads to the notion of an internal groupoid in a category.[15]
Lattices
The equivalence relations on any set X, when ordered by set inclusion, form a complete lattice, called Con X by convention. The canonical map ker : X^X → Con X, relates the monoid X^X of all functions on X and Con X. ker is surjective but not injective. Less formally, the equivalence relation ker on X, takes each function f : X → X to its kernel ker f. Likewise, ker(ker) is an equivalence relation on X^X.
Equivalence relations and mathematical logic
Equivalence relations are a ready source of examples or counterexamples. For example, an equivalence relation with exactly two infinite equivalence classes is an easy example of a theory which is ω-categorical, but not categorical for any larger cardinal number.
An implication of model theory is that the properties defining a relation can be proved independent of each other (and hence necessary parts of the definition) if and only if, for each property, examples can be found of relations not satisfying the given property while satisfying all the other properties. Hence the three defining properties of equivalence relations can be proved mutually independent by the following three examples:
- Reflexive and transitive: The relation ≤ on N. Or any preorder;
- Symmetric and transitive: The relation R on N, defined as aRb ↔ ab ≠ 0. Or any partial equivalence relation;
- Reflexive and symmetric: The relation R on Z, defined as aRb ↔ "a - b is divisible by at least one of 2 or 3." Or any dependency relation.
Properties definable in first-order logic that an equivalence relation may or may not possess include:
- The number of equivalence classes is finite or infinite;
- The number of equivalence classes equals the (finite) natural number n;
- All equivalence classes have infinite cardinality;
- The number of elements in each equivalence class is the natural number n.
References
- Brown, Ronald, 2006. Topology and Groupoids. Booksurge LLC. .
- Castellani, E., 2003, "Symmetry and equivalence" in Brading, Katherine, and E. Castellani, eds., Symmetries in Physics: Philosophical Reflections. Cambridge Univ. Press: 422–433.
- Robert Dilworth and Crawley, Peter, 1973. Algebraic Theory of Lattices. Prentice Hall. Chpt. 12 discusses how equivalence relations arise in lattice theory.
- Higgins, P.J., 1971. Categories and groupoids. Van Nostrand. Downloadable since 2005 as a TAC Reprint.
- John Randolph Lucas, 1973. A Treatise on Time and Space. London: Methuen. Section 31.
- Rosen, Joseph (2008) Symmetry Rules: How Science and Nature are Founded on Symmetry. Springer-Verlag. Mostly chapters. 9,10.
- Raymond Wilder (1965) Introduction to the Foundations of Mathematics 2nd edition, Chapter 2-8: Axioms defining equivalence, pp 48 - 50, John Wiley & Sons.
External links
Notes and References
- Web site: Weisstein. Eric W.. Equivalence Class. 2020-08-30. mathworld.wolfram.com. en.
- Web site: 2017-09-20. 7.3: Equivalence Classes. 2020-08-30. Mathematics LibreTexts. en.
- Sometimes the composition
is instead written as
, or as
; in both cases,
is the first relation that is applied. See the article on Composition of relations for more information.
- Book: Halmos, Paul Richard . Naive Set Theory . Springer . 1914 . 978-0-387-90104-6 . New York . 41 . English.
- If: Given
let
hold using totality, then
by symmetry, hence
by transitivity. - Only if: Given
choose
then
by reflexivity.
- [Garrett Birkhoff]
- Wallace, D. A. R., 1998. Groups, Rings and Fields. p. 31, Th. 8. Springer-Verlag.
- Dummit, D. S., and Foote, R. M., 2004. Abstract Algebra, 3rd ed. p. 3, Prop. 2. John Wiley & Sons.
- [Karel Hrbacek]
- . Sect. IV.9, Theorem 12, page 95
- [Garrett Birkhoff]
- Rosen (2008), pp. 243–45. Less clear is §10.3 of Bas van Fraassen, 1989. Laws and Symmetry. Oxford Univ. Press.
- Wallace, D. A. R., 1998. Groups, Rings and Fields. Springer-Verlag: 202, Th. 6.
- Dummit, D. S., and Foote, R. M., 2004. Abstract Algebra, 3rd ed. John Wiley & Sons: 114, Prop. 2.
- Borceux, F. and Janelidze, G., 2001. Galois theories, Cambridge University Press,