Homologous sequences are DNA, RNA, or protein sequences that share a common ancestry, often identified through sequence alignment and are crucial for inferring evolutionary relationships. They can be classified into orthologs, which diverged after a speciation event, and paralogs, which diverged after a duplication event, providing insights into gene function and evolutionary history.