We present O(n(5)R + n(3)R(3)) time algorithms to compute the treewidt
h, pathwidth, minimum fill-in and minimum interval graph completion of
asteroidal triple-free graphs, where n is the number of vertices and
R is the number of minimal separators of the input graph. This yields
polynomial time algorithms for the four NP-complete graph problems on
any subclass of the asteroidal triple-free graphs that has a polynomia
lly bounded number of minimal separators, as e.g. cocomparability grap
hs of bounded dimension and d-trapezoid graphs for any fixed d greater
than or equal to 1.