The metric embedding distortion of an injective function between metric spaces
is the infimum of the constants
for which some
satisfies
for all . Here,
and
are the respective metrics. This
normalization permits a common rescaling of all distances. A scaled isometry
has distortion 1.
Graph metrics provide finite metric spaces whose embeddings into L1 are studied with a uniform distortion bound.