Submodular function

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Let V be a finite ground set. A set function b:2VR{} is (fully) submodular if b(X)+b(Y)b(XY)+b(XY) for every X,YV. In other words, b is submodular if and only if -b is a supermodular function.

Intersecting and crossing submodular set functions can be defined similarly as their supermodular counterparts:

  • p is intersecting submodular if the submodular inequality holds for every X,YV for which XY.
  • p is crossing submodular if the submodular inequality holds for every X,YV for which XY and XYV.
  • p is posimodular if -p is negamodular.