The Boyer-Moore Algorithm is an efficient string searching algorithm that skips sections of the text, reducing the number of comparisons needed to find a substring. It utilizes two heuristics, the bad character rule and the good suffix rule, to achieve sublinear time complexity in practice, making it particularly effective for large texts and small alphabets.