L1 Norm

The L1 Norm of a vector is the sum of the absolute values of its components: $\|x\|_1 = \sum_i |x_i|$.

The L1 norm of the difference between two points is the absolute distance between them in a grid-like system. Also known as Manhattan Distance.

See also L2 Norm.