Pointwise convergence

Convergence of a sequence of functions at each fixed point of the domain.
Pointwise convergence

Pointwise convergence of a sequence of functions (fn)(f_n) to a function ff on a set XX means: for every xXx\in X, the real sequence (fn(x))(f_n(x)) converges to f(x)f(x), i.e.

xX,limnfn(x)=f(x). \forall x\in X,\quad \lim_{n\to\infty} f_n(x)=f(x).

This is a basic mode of convergence for sequences of , and it is weaker than (where one NN works simultaneously for all xx). For each fixed xx, pointwise convergence is just ordinary in the codomain.

Examples:

  • On [0,1][0,1], fn(x)=xnf_n(x)=x^n converges pointwise to the function f(x)=0f(x)=0 for 0x<10\le x<1 and f(1)=1f(1)=1.
  • On R\mathbb{R}, fn(x)=sin(nx)/nf_n(x)=\sin(nx)/n converges pointwise to 00 (indeed fn(x)1/n|f_n(x)|\le 1/n for all xx).