  It is proved that for memoryless vector channels, maximizing the mutual
information over all source distributions with a certain average power or over
the larger set of source distributions with upperbounded average power yields
the same channel capacity in both cases. Hence, the channel capacity cannot
decrease with increasing average transmitted power, not even for channels with
severe nonlinear distortion.
