Uniformly Cauchy sequence

In mathematics, a sequence of functions $\{f_n\}$ from a set S to a metric space M is said to be uniformly Cauchy if:

• For all $\epsilon >0$, there exists $N>0$ such that for all $x\in S$: $d(f_n(x),f_m(x))<\epsilon$ whenever $m,n>N$.

Another way of saying this is that $d_u(f_n,f_m)\to 0$ as $m,n\to \mathrm{\infty }$, where the uniform distance $d_u$ between two functions is defined by

$d_u(f,g):=\underset{x\in S}{\sup }d(f(x),g(x)).$

Convergence criteria

A sequence of functions {f_n} from S to M is pointwise Cauchy if, for each x ∈ S, the sequence {f_n(x)} is a Cauchy sequence in M. This is a weaker condition than being uniformly Cauchy. In general a sequence can be pointwise Cauchy and not pointwise convergent, or it can be uniformly Cauchy and not uniformly convergent. Nevertheless, if the metric space M is complete, then any pointwise Cauchy sequence converges pointwise to a function from S to M. Similarly, any uniformly Cauchy sequence will tend uniformly to such a function. The uniform Cauchy property is frequently used when the S is not just a set, but a topological space, and M is a complete metric space. The following theorem holds:

• Let S be a topological space and M a complete metric space. Then any uniformly Cauchy sequence of continuous functions f_n : S → M tends uniformly to a unique continuous function f : S → M.

Generalization to uniform spaces

A sequence of functions $\{f_n\}$ from a set S to a uniform space U is said to be uniformly Cauchy if:

• For all $x\in S$ and for any epsilon $\epsilon$, there exists $N>0$ such that $d(f_n(x),f_m(x))<\epsilon$ whenever $m,n>N$.

See also

• Modes of convergence (annotated index)