Statement

For any measure space and 1≤p≤∞1\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+1−fnj∥p≤2−j\|f_{n_{j+1}}-f_{n_j}\|_p\le2^{-j}. For p<∞p<\infty, Minkowski and monotone convergence imply that ∑j∣fnj+1−fnj∣\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 ∑j≥m2−j\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