Uniform convergence and sup norm

Uniform convergence is exactly convergence in the sup norm, and sup norms are Lipschitz under it
Uniform convergence and sup norm

Let XX be a set and let fn,f:XRf_n,f:X\to\mathbb{R} (or C\mathbb{C}). Define the sup norm (when finite) by h=supxXh(x). \|h\|_\infty=\sup_{x\in X} |h(x)|.

Uniform convergence and sup norm: The sequence fnf_n to ff on XX if and only if fnf0. \|f_n-f\|_\infty \to 0. Moreover, whenever the sup norms are finite, fnffnf. \bigl|\|f_n\|_\infty-\|f\|_\infty\bigr|\le \|f_n-f\|_\infty.

This inequality shows the sup norm is with respect to uniform convergence and is used constantly in approximation arguments on .

Proof sketch: The equivalence is immediate from the definitions. For the inequality, note that for every xx, fn(x)f(x)+fn(x)f(x), |f_n(x)|\le |f(x)|+|f_n(x)-f(x)|, take to get fnf+fnf\|f_n\|_\infty\le \|f\|_\infty+\|f_n-f\|_\infty, and reverse the roles of fnf_n and ff.