In mathematics and more specifically in set theory, set-builder notation is a notation for specifying a set by a property that characterizes its members. Roster notation is a similar notation used for specifying a set by enumerating its elements.
Specifying sets by member properties is allowed by the axiom schema of specification. This is also known as set comprehension and set abstraction.
Set-builder notation can be used to describe a set that is defined by a predicate, that is, a logical formula that evaluates to true for an element of the set, and false otherwise. In this form, set-builder notation has three parts: a variable, a colon or vertical bar separator, and a predicate. Thus there is a variable on the left of the separator, and a rule on the right of it. These three parts are contained in curly brackets:
or
The vertical bar (or colon) is a separator that can be read as "such that", "for which", or "with the property that". The formula Φ(x) is said to be the rule or the predicate. All values of x for which the predicate holds (is true) belong to the set being defined. All values of x for which the predicate does not hold do not belong to the set. Thus is the set of all values of x that satisfy the formula Φ. It may be the empty set, if no value of x satisfies the formula.
A domain E—that is a set to which the notation defines a subset—can appear on the left of the vertical bar:
or by adjoining it to the predicate:
(The symbol denotes set membership, and the symbol denotes the logical and operator). This notation represents the set of all values of x that belong to the set E and for which the predicate is true. The subset axiom insures that if E is a set and is a predicate, the notation defines always a set, which is a subset of E. If has the form , then is sometimes written , using a comma instead of the symbol .
In cases where the set E is clear from context, it may be not explicitly specified. It is common in the literature for an author to state the domain ahead of time, and then not specify it in the set-builder notation. For example, an author may say something such as, "Unless otherwise stated, variables are to be taken to be natural numbers," though in less formal contexts where the domain can be assumed, a written mention is often unnecessary.
In the cases where the domain E is not defined (implicitly or explicitly), it may occur that the notation does not define a set, but a proper class. For example, Russell's paradox shows that the expression although seemingly well formed as a set builder expression, cannot define a set without producing a contradiction.
In some cases, the notation may define a set that is not a subset of a previously defined set. This is the case of the power set of a set E, which is defined as The fact that this defines a set is an axiom of set theory, called the axiom of power set.
The following examples illustrate particular sets defined by set-builder notation via predicates. In each case, the domain is specified on the left side of the vertical bar, while the rule is specified on the right side.
An extension of set-builder notation replaces the single variable x with an expression. So instead of , we may have which should be read
For example:
When inverse functions can be explicitly stated, the expression on the left can be eliminated through simple substitution. Consider the example set . Make the substitution , which is to say , then replace t in the set builder notation to find
Two sets are equal if and only if they have the same elements. Sets defined by set builder notation are equal if and only if their set builder rules, including the domain specifiers, are equivalent. That is
if and only if
Therefore, in order to prove the equality of two sets defined by set builder notation, it suffices to prove the equivalence of their predicates, including the domain qualifiers.
For example,
because the two rule predicates are logically equivalent:
This equivalence holds because, for any real number x, we have if and only if x is a rational number with . In particular, both sets are equal to the set .
In many formal set theories, such as Zermelo–Fraenkel set theory, set builder notation is not part of the formal syntax of the theory. Instead, there is a set existence axiom scheme, which states that if E is a set and Φ(x) is a formula in the language of set theory, then there is a set Y whose members are exactly the elements of E that satisfy Φ:
The set Y obtained from this axiom is exactly the set described in set builder notation as .
A similar notation available in a number of programming languages (notably Python and Haskell) is the list comprehension, which combines map and filter operations over one or more lists.
It has been suggested that parts of this page be moved into List comprehension. (Discuss) (December 2023) |
In Python, the set-builder's braces are replaced with square brackets, parentheses, or curly braces, giving list, generator, and set objects, respectively. Python uses an English-based syntax. Haskell replaces the set-builder's braces with square brackets and uses symbols, including the standard set-builder vertical bar.
The same can be achieved in Scala using Sequence Comprehensions, where the "for" keyword returns a list of the yielded variables using the "yield" keyword.
Consider these set-builder notation examples in some programming languages:
| Example 1 | Example 2 | |
|---|---|---|
| Set-builder | ||
| Python | {l for l in L}
| {(k, x) for k in K for x in X if P(x)}
|
| Haskell | [l | l <- ls]
| [(k, x) | k <- ks, x <- xs, p x]
|
| Scala | for (l <- L) yield l
| for (k <- K; x <- X if P(x)) yield (k,x)
|
| C# | from l in L select l
| from k in K from x in X where P(x) select (k,x)
|
| SQL | SELECT l FROM L_set
| SELECT k, x FROM K_set, X_set WHERE P(x)
|
| Prolog | setof(L,member(L,Ls),Result)
| setof((K,X),(member(K,Ks),member(X,Xs),call(P,X)),Result)
|
| Erlang | [L || L <- Ls]
|
[{K,X} || K <- Ks, X <- Xs, p(X)]
|
| Julia | [l for l ∈ L]
|
[(k, x) for k ∈ K for x ∈ X if P(x)]
|
| Mathematica | (l |-> l) /@ L
|
Cases[Tuples[{K, X}], {k_, x_} /; P[x]]
Tuples[{K, Select[X, P]}]
|
The set builder notation and list comprehension notation are both instances of a more general notation known as monad comprehensions, which permits map/filter-like operations over any monad with a zero element.