The document discusses approximate string matching and the k-mismatch problem. It presents an algorithm that uses a state bit-vector s to efficiently find all occurrences of a pattern p in a string x that are within k mismatches. The algorithm constructs s by iterating through x and updating s based on a pre-calculated table t, and reports a match when s[|p|] ≤ k.