Statement

For any measure space and 1p1\le p\le\infty, the space LpL^p is a : every sequence Cauchy in its norm has a limit in that norm.

Summable-increment argument

From a Cauchy sequence choose a subsequence fnjf_{n_j} with fnj+1fnjp2j\|f_{n_{j+1}}-f_{n_j}\|_p\le2^{-j}. For p<p<\infty, Minkowski and monotone convergence imply that jfnj+1fnj\sum_j|f_{n_{j+1}}-f_{n_j}| lies in LpL^p, hence is finite almost everywhere. The telescoping series defines a limit, and its norm tail is at most jm2j\sum_{j\ge m}2^{-j}. The Cauchy property brings the whole sequence to the same limit. For p=p=\infty, remove the countable union of exceptional null sets; the increment series then converges uniformly there.

References