The Smith-Waterman Algorithm is a dynamic programming algorithm used for local sequence alignment, which identifies similar regions between two nucleotide or protein sequences. It is particularly useful in bioinformatics for detecting homologous regions that may have functional or evolutionary significance, even when the sequences are only partially similar.