Function space


In mathematics, a function space is a set of functions between two fixed sets. Often, the domain and/or codomain will have additional structure which is inherited by the function space. For example, the set of functions from any set into a vector space has a natural vector space structure given by pointwise addition and scalar multiplication. In other scenarios, the function space might inherit a topological or metric structure, hence the name function space.

In linear algebra

Let be a vector space over a field and let be any set. The functions → can be given the structure of a vector space over where the operations are defined pointwise, that is, for any, : →, any in, and any in, define
When the domain has additional structure, one might consider instead the subset of all such functions which respect that structure. For example, if is also a vector space over, the set of linear maps → form a vector space over with pointwise operations. One such space is the dual space of : the set of linear functionals → with addition and scalar multiplication defined pointwise.

Examples

Function spaces appear in various areas of mathematics:
is organized around adequate techniques to bring function spaces as topological vector spaces within reach of the ideas that would apply to normed spaces of finite dimension. Here we use the real line as an example domain, but the spaces below exist on suitable open subsets
If is an element of the function space of all continuous functions that are defined on a closed interval , the norm defined on is the maximum absolute value of for,
is called the uniform norm or supremum norm.

Footnotes