Uniformly bounded family

A family of functions bounded by a single constant on the whole domain
Uniformly bounded family

Let XX be a set and let FRX\mathcal{F}\subseteq \mathbb{R}^X be a family of real-valued functions.

The family F\mathcal{F} is uniformly bounded if there exists M<M<\infty such that fF xX: f(x)M. \forall f\in\mathcal{F}\ \forall x\in X:\ |f(x)|\le M.

Equivalently, writing the f=supxXf(x)\|f\|_\infty=\sup_{x\in X}|f(x)| (possibly ++\infty), uniform boundedness is: supfFf<. \sup_{f\in\mathcal{F}} \|f\|_\infty <\infty.

Uniform boundedness is stronger than ; the distinction is central in compactness criteria such as .

Examples:

  • On X=[0,1]X=[0,1], the family {fn(x)=xn}\{f_n(x)=x^n\} is uniformly bounded by 11.
  • On X=RX=\mathbb{R}, the family {fn(x)=x/n}\{f_n(x)=x/n\} is not uniformly bounded (the supremum over xx is infinite for each fixed nn), even though it is pointwise bounded.