How to find best fuzzy match for a string in a large string database

Question

I have a database of strings (arbitrary length) which holds more than one million items (potentially more).

I need to compare a user-provided string against the whol

Answer 1

A very extensive explanation of relevant algorithms is in the book Algorithms on Strings, Trees, and Sequences: Computer Science and Computational Biology by Dan Gusfield.