This document discusses page replacement algorithms in operating systems. When memory is full and a new page needs to be brought in, an existing page must be selected to remove from memory. Several algorithms are described for choosing a victim page, including first-in first-out (FIFO), least recently used (LRU), and second-chance. LRU aims to remove the least recently used page but is difficult to implement precisely. Variations like using reference bits and modified bits provide approximations to LRU. The optimal algorithm is also described but cannot be implemented since it requires knowledge of future page references.