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I'm looking for an efficient way to assign n people to m rooms in a very specific way.

INPUT:

The program receives two sets of people (set of males and set of females), as well as a set of available rooms (rooms can have different sizes, ranging from 2 to 6).

ASSIGNMENT CONDITIONS:

The algorithm must assign people to the rooms in a way, that:

  • A room can be only occupied either by all males, or by all females
  • Noone can be alone
  • The algorithm must minimize the number of occupied rooms

We can assume that there are at least 2 representatives of each gender.

OUTPUT:

The algorithm must return the assignment.

I've tried to do it, but all of the sollutions I come up with are at least O(n^3). Does anyone know an efficient way to do this?

D.W.
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