Definition

As in the Bit Allocation Problem we can formally define the optimal distortion to be $$D_{\text{opt}}=\sum^{k}_{i=1}h_{i}\sigma_{i}^{2}2^{-b_{i}}=kH\rho^{2}2^{-2\bar{b}}$$