A set function is additive iff it is submodular and supermodular iff it is subadditive and superadditive.
Dependencies:
- Additive set function
- Submodular function
- Supermodular function
- Subadditive and superadditive set functions
Let $f: 2^{\Omega} \to \mathbb{R}$ be a set function. Then
- $f$ is additive iff it is subadditive and superadditive.
- $f$ is additive iff it is submodular and supermodular.
Proof
It's trivial to see that an additive function is submodular, supermodular, subadditive, superadditive.
Let $X$ and $Y$ be two disjoint sets. By subadditive and superadditivity (or by submodularity and supermodularity) we get $f(X \cup Y) = f(X) + f(Y)$.
Dependency for: None
Info:
- Depth: 4
- Number of transitive dependencies: 7
Transitive dependencies:
- /sets-and-relations/countable-set
- σ-algebra
- Set function
- Subadditive and superadditive set functions
- Additive set function
- Supermodular function
- Submodular function