Sequence Alignment is the Manhattan Tourist Problem in Disguise

Sequence comparison as a graph

In the figure below, we add two arrays of integers to an alignment of ATGTTATA and ATCGTCC. The array [0 1 2 2 3 4 5 6 7 8] holds the number of symbols of ATGTTATA used up to a given column in the alignment. Similarly, the array [0 1 2 3 4 5 5 6 6 7] holds the number of symbols of ATCGTCC used up to a given column. In figure below, we add a third array [↘ ↘ → ↘ ↘ ↓ ↘ ↓ ↘] recording whether each column represents a match/mismatch (↘/↘), an insertion (→), or a deletion (↓).

This third array corresponds to a path from source to sink in an $8 \times 7$ rectangular grid, shown in the figure below (left). The i-th node of this path is made up of the i-th element of [0 1 2 2 3 4 5 6 7 8] and ...