A personnel assignment problem

The following personnel assignment problem is considered. Let (T, ?) be a linearly ordered set where T is a set (of people), and let (P, ?) be a partially ordered set where P, a set of positions of two types, is of the same cardinality as T. Each person i in T is to be assigned to a position. A feasible assignment of personnel to positions is an embedding of (P, ?) in (T, ?). Given measures of each person's effectiveness in both types of positions, an optimal assignment maximizes the total measure of effectiveness. The general assignment problem is shown to be NP-complete. O(n log n) algorithms for two special cases of the problem are presented.