Smith-Waterman is the gold standard, but it's too slow for most applications so many heuristics have been developed.

BWA is the most popular tool these days for short-read mapping, and has a Smith-Waterman based approach for long reads as well:

http://bio-bwa.sourceforge.net/bwa.shtml