In this paper we consider the operation of the move-to-front scheme wh
ere the requests form a Markov chain of N states with transition proba
bility matrix P. It is shown that the configurations of items at succe
ssive requests form a Markov chain. and its transition probability mat
rix has eigenvalues that are the eigenvalues of all the principal subm
atrices of P except those of order N-1. We also show that the multipli
city of the eigenvalues of submatrices of order m is the number of der
angements of N-m objects. The last result is shown to be true even if
P is not a stochastic matrix.