FSA is a probabilistic multiple sequence alignment algorithm which uses a "distance-based" approach to aligning DNA, RNA or homologous protein sequences.

Much as distance-based phylogenetic reconstruction methods like Neighbor-Joining build a phylogeny using only pairwise divergence estimates, FSA builds a multiple alignment only by using pairwise estimations of homology.