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Fractionally subadditive valuation
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A set function is called fractionally subadditive, or XOS (not to be confused with OXS), if it is the maximum of several non-negative additive set functions. This valuation class was defined, and termed XOS, by Noam Nisan, in the context of combinatorial auctions.[1] The term fractionally subadditive was given by Uriel Feige.[2]
Definition
There is a finite base set of items, .
There is a function which assigns a number to each subset of .
The function is called fractionally subadditive (or XOS) if there exists a collection of set functions, , such that:[3]
- Each is additive, i.e., it assigns to each subset , the sum of the values of the items in .
- The function is the pointwise maximum of the functions . I.e, for every subset :
Equivalent Definition
The name fractionally subadditive comes from the following equivalent definition when restricted to non-negative additive functions: a set function is fractionally subadditive if, for any and any collection with and such that for all , we have .
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Relation to other utility functions
Every submodular set function is XOS, and every XOS function is a subadditive set function.[1]
See also: Utility functions on indivisible goods.
References
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