In-Place vs Out-of-Place Algorithms
An in-place algorithm modifies the input data structure directly and uses only a small amount of additional memory, typically O(1) auxiliary space. An out-of-place algorithm creates additional data structures or copies of the input and therefore requires more memory.
In-place algorithms reduce additional memory usage.
Out-of-place algorithms may be simpler or easier to reason about.
In-place processing can improve memory efficiency.
Out-of-place approaches may be preferable when immutability or data isolation is important.