  We present details of our investigation of the Parallel Tempering algorithm.
We consider the application of action matching technology to the selection of
parameters. We then present a simple model of the autocorrelations for a
particular parallel tempered system. Finally we present numerical results from
applying the algorithm to lattice QCD with O(a)-improved dynamical fermions
with twin ensemble systems
