The diamond norm of a linear transformation between finite-dimensional matrix
algebras is its trace-norm operator norm after adjoining
an auxiliary identity map of sufficient dimension.
For input dimension
, it can be written
where
ranges over matrices on the input and auxiliary tensor
factors and
is the trace norm. The auxiliary factor permits entanglement
with a reference system. The diamond-norm distance between quantum
channels is at most 2. Some error conventions use half this distance; the unitary synthesis problem uses the full
norm.