Incomplete Monge matrices are a generalization of standard Monge matri
ces: the values of some entries are not specified and the Monge proper
ty only must hold for all specified entries. We derive several combina
torial properties of incomplete Monge matrices and prove that the prob
lem of recognizing permuted incomplete Monge matrices is NP-complete.
For the special case of permuted Supnick matrices, we derive a fast re
cognition algorithm and thereby identify a special case of the n-verte
x travelling salesman problem which can be solved in O (n(2) log n) ti
me.